Computer/information Security Q1. Identify legislative and regulative requirements relative to information security for a bank

Computer/information Security Q1. Identify legislative and regulative requirements relative to information security for a bank

Computer/information Security     Q1. Identify legislative and regulative requirements relative to … Read More...
c. Briefly describe the credits the commissioning process will likely affect in the certification of the building

c. Briefly describe the credits the commissioning process will likely affect in the certification of the building

To require building commissioning as a standard practice is one … Read More...
1 CE 321 PRINCIPLES ENVIRONMENTAL ENGINEERING LAB WORKSHEET No. 1 Due: One (1) Week After Each Lab Section, respectively MICROBIOLOGY Environmental engineers employ microbiology in a variety of applications. Testing for coliform bacteria is used to assess whether pathogens may be present in a water or wastewater sample. Coliforms are a type of bacteria that live in the intestines of warm blooded mammals, such as humans and cattle. They are not pathogens, but if they are present in a sample, it is taken as an indication that fecal material from humans or cattle has contacted the water. If fecal material is present, pathogens may be present, too. In water treatment, coliform counts must average less than one colony per 100 milliliters of sample tested. In wastewater treatment, typical acceptable levels might be 200-colonies/100 mL. There are two standard ways to test for coliforms, the Most Probable Number test, MPN (also called the multiple tube fermentation technique, MTF) and the membrane filter test, MF. Several companies market testing systems that are somewhat simpler, but these cannot be used by treatment plants until they receive EPA approval. Two recently accepted methods are the Minimal Media Test (Colilert system), and the Presence-Absence coliform test (P-A test). Wastewater treatment plant operators study the microorganism composition of the activated sludge units in order to assess and predict the performance of the biological floc. A sample of mixed liquor from the aeration basin is examined under the microscope, and based on the relative predominance of a variety of organisms that might be present; the operator can tell if the BOD application rates and wasting rates are as they should be. For your worksheet, please submit the items requested below (10 pts. each): 1. Examine a sample of activated sludge under the microscope (To be done together in class). Use the Atlas, Standard Methods, or other references to identify at least 5 different organisms you observed. List them and sketch them neatly on unlined paper. Describe their motility and any other distinctive characteristics as you observed it. 2. Explain what types of organisms you might expect to find in sludge with a high mean cell residence time (MCRT), and explain why these would predominate over the other types. 3. How can the predominance of a certain kind of microorganism in activated sludge affect the settling characteristics of the sludge? Give several examples. 2 4. Explain why coliforms are used as “indicator organisms” for water and wastewater testing. Name two pathogenic bacteria, two pathogenic viruses, and one pathogenic protozoan sometimes found in water supplies. 5. There is also a test for fecal coliforms. Use your class notes and outside references to explain the distinctions between the tests for total and fecal coliforms. Explain why one would use the fecal coliform test instead of the test for total coliforms. 6. Using outside references, indicate typical coliform limits for surface waters used for swimming and fishing; potable water; and wastewater treatment plant effluent. 7). In the recent past, EPA instituted regulations designed to insure that Giardia are removed from the water. Using your text or other references, explain what kind of organism this is, and explain the way in which EPA has set standards to insure they are removed during water treatment. 8. What is meant by “population dynamics”? What two factors usually control the population dynamics of a mixed culture? 9. Use the MPN test data from the samples prepared for class prior to determine the number of coliforms present in the wastewater samples. Please show your work and explain your reasoning. Total Coliforms Raw Intermediate Effluent Sample Volume No. Positive No. Positive No. Positive 10 5 5 4 1 5 5 2 0.1 5 3 1 0.01 5 1 0 0.001 2 1 —- 0.0001 1 —- —- FecalColiforms Raw Intermediate Effluent Sample Volume No. Positive No. Positive No. Positive 10 5 5 2 1 5 4 0 0.1 5 2 1 0.01 1 0 0 0.001 0 0 —– 0.0001 2 —– —– 3 10. Use the membrane filter test data given in class to determine the number of total coliforms and fecal coliforms present in the sample. Please show your work and explain your reasoning. Total Coliforms Fecal Coliforms Dilution Colonies Dilution Colonies Raw Influent 0.1 mL/100 mL 58 1 mL/100 mL 47 Intermediate 1 mL/100 mL 13 10 mL/100 mL 28 Wetland Effluent 10 mL/100 mL 10 100 mL/100 mL 15

1 CE 321 PRINCIPLES ENVIRONMENTAL ENGINEERING LAB WORKSHEET No. 1 Due: One (1) Week After Each Lab Section, respectively MICROBIOLOGY Environmental engineers employ microbiology in a variety of applications. Testing for coliform bacteria is used to assess whether pathogens may be present in a water or wastewater sample. Coliforms are a type of bacteria that live in the intestines of warm blooded mammals, such as humans and cattle. They are not pathogens, but if they are present in a sample, it is taken as an indication that fecal material from humans or cattle has contacted the water. If fecal material is present, pathogens may be present, too. In water treatment, coliform counts must average less than one colony per 100 milliliters of sample tested. In wastewater treatment, typical acceptable levels might be 200-colonies/100 mL. There are two standard ways to test for coliforms, the Most Probable Number test, MPN (also called the multiple tube fermentation technique, MTF) and the membrane filter test, MF. Several companies market testing systems that are somewhat simpler, but these cannot be used by treatment plants until they receive EPA approval. Two recently accepted methods are the Minimal Media Test (Colilert system), and the Presence-Absence coliform test (P-A test). Wastewater treatment plant operators study the microorganism composition of the activated sludge units in order to assess and predict the performance of the biological floc. A sample of mixed liquor from the aeration basin is examined under the microscope, and based on the relative predominance of a variety of organisms that might be present; the operator can tell if the BOD application rates and wasting rates are as they should be. For your worksheet, please submit the items requested below (10 pts. each): 1. Examine a sample of activated sludge under the microscope (To be done together in class). Use the Atlas, Standard Methods, or other references to identify at least 5 different organisms you observed. List them and sketch them neatly on unlined paper. Describe their motility and any other distinctive characteristics as you observed it. 2. Explain what types of organisms you might expect to find in sludge with a high mean cell residence time (MCRT), and explain why these would predominate over the other types. 3. How can the predominance of a certain kind of microorganism in activated sludge affect the settling characteristics of the sludge? Give several examples. 2 4. Explain why coliforms are used as “indicator organisms” for water and wastewater testing. Name two pathogenic bacteria, two pathogenic viruses, and one pathogenic protozoan sometimes found in water supplies. 5. There is also a test for fecal coliforms. Use your class notes and outside references to explain the distinctions between the tests for total and fecal coliforms. Explain why one would use the fecal coliform test instead of the test for total coliforms. 6. Using outside references, indicate typical coliform limits for surface waters used for swimming and fishing; potable water; and wastewater treatment plant effluent. 7). In the recent past, EPA instituted regulations designed to insure that Giardia are removed from the water. Using your text or other references, explain what kind of organism this is, and explain the way in which EPA has set standards to insure they are removed during water treatment. 8. What is meant by “population dynamics”? What two factors usually control the population dynamics of a mixed culture? 9. Use the MPN test data from the samples prepared for class prior to determine the number of coliforms present in the wastewater samples. Please show your work and explain your reasoning. Total Coliforms Raw Intermediate Effluent Sample Volume No. Positive No. Positive No. Positive 10 5 5 4 1 5 5 2 0.1 5 3 1 0.01 5 1 0 0.001 2 1 —- 0.0001 1 —- —- FecalColiforms Raw Intermediate Effluent Sample Volume No. Positive No. Positive No. Positive 10 5 5 2 1 5 4 0 0.1 5 2 1 0.01 1 0 0 0.001 0 0 —– 0.0001 2 —– —– 3 10. Use the membrane filter test data given in class to determine the number of total coliforms and fecal coliforms present in the sample. Please show your work and explain your reasoning. Total Coliforms Fecal Coliforms Dilution Colonies Dilution Colonies Raw Influent 0.1 mL/100 mL 58 1 mL/100 mL 47 Intermediate 1 mL/100 mL 13 10 mL/100 mL 28 Wetland Effluent 10 mL/100 mL 10 100 mL/100 mL 15

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Use the links provided to answer the questions below. http://www.youtube.com/watch?v=9tt6BQDVKu0 http://assets.soomopublishing.com/courses/AG/Fragile_Superpower.pdf NIE Report Why does the report suggest that China and India may or may not become dominant powers in the near future? A. Both countries have high economic and social hurdles to overcome. B. Both countries are only somewhat democratic. C. Both countries lack the military strength and nuclear weaponry to challenge even smaller states. D. Neither country is a member of the UN Security Council. E. Neither country is concerned about global warming and is therefore unfit to become a great power player. According to the U.S. intelligence report discussed in the video, why will the use of nuclear weapons grow more likely? A. Irresponsible powerful countries will want to strike the United States to take over its dominant role in the world. B. There will be a tendency to forget just how dangerous they are as we over-emphasize the importance of international trade. C. Rogue states and terrorist groups may be able to gain greater access to these weapons. D. Since the United States and the Soviet Union are rapidly increasing their weapons building programs, the chances of a nuclear incident becomes higher. E. China is likely to produce nuclear weapons to use against the United States and the Soviet Union. According to the video, is the United States likely to lose its position in the world soon? A. Yes, given the rapid rise of China, we will be seeing a challenge from China in the next 5-10 years. B. Yes, China, in conjunction with India, will rise up against the United States. C. Yes, the Russians are working to undermine the U.S. position actively. D. No, although there appears to be decline, the replacement of the United States as the world leader is not likely to come in the next 10 years. E. No, the United States will actually lose its position after its departure from Iraq in 2012. The Rise of a Fierce Yet Fragile Superpower Why does Susan Shirk say that China is fragile? A. China is fragile because it isn’t a democratic country and will have a difficult time managing relations with other states because of this. B. China is fragile because it has a shrinking economy, so despite its size, China is actually very weak. C. China is fragile because its leaders tend to exacerbate the tensions between states like the Soviet Union and the United States. D. China is fragile because it cannot develop a strong sense of human rights and so its people may try to revolt against it. E. China is fragile because its rate of expansion has created gaps between the wealthy and poor and it has a problem of control with decentralized local governing structures. According to scholars, is a war between the rising power and the current power leader inevitable? A. No, while some scholars believe this is true, others suggest that a “peaceful rise” is possible. B. No, history indicates that all great power transitions have been peaceful. C. Yes, scholars indicate that all of our historical examples of great power transition have been through war. D. Yes, although there are examples of peaceful rise, there is too much cultural difference for that to occur with China. E. Yes, since tension between the United States and China is so strong, scholars agree that a war is coming.

Use the links provided to answer the questions below. http://www.youtube.com/watch?v=9tt6BQDVKu0 http://assets.soomopublishing.com/courses/AG/Fragile_Superpower.pdf NIE Report Why does the report suggest that China and India may or may not become dominant powers in the near future? A. Both countries have high economic and social hurdles to overcome. B. Both countries are only somewhat democratic. C. Both countries lack the military strength and nuclear weaponry to challenge even smaller states. D. Neither country is a member of the UN Security Council. E. Neither country is concerned about global warming and is therefore unfit to become a great power player. According to the U.S. intelligence report discussed in the video, why will the use of nuclear weapons grow more likely? A. Irresponsible powerful countries will want to strike the United States to take over its dominant role in the world. B. There will be a tendency to forget just how dangerous they are as we over-emphasize the importance of international trade. C. Rogue states and terrorist groups may be able to gain greater access to these weapons. D. Since the United States and the Soviet Union are rapidly increasing their weapons building programs, the chances of a nuclear incident becomes higher. E. China is likely to produce nuclear weapons to use against the United States and the Soviet Union. According to the video, is the United States likely to lose its position in the world soon? A. Yes, given the rapid rise of China, we will be seeing a challenge from China in the next 5-10 years. B. Yes, China, in conjunction with India, will rise up against the United States. C. Yes, the Russians are working to undermine the U.S. position actively. D. No, although there appears to be decline, the replacement of the United States as the world leader is not likely to come in the next 10 years. E. No, the United States will actually lose its position after its departure from Iraq in 2012. The Rise of a Fierce Yet Fragile Superpower Why does Susan Shirk say that China is fragile? A. China is fragile because it isn’t a democratic country and will have a difficult time managing relations with other states because of this. B. China is fragile because it has a shrinking economy, so despite its size, China is actually very weak. C. China is fragile because its leaders tend to exacerbate the tensions between states like the Soviet Union and the United States. D. China is fragile because it cannot develop a strong sense of human rights and so its people may try to revolt against it. E. China is fragile because its rate of expansion has created gaps between the wealthy and poor and it has a problem of control with decentralized local governing structures. According to scholars, is a war between the rising power and the current power leader inevitable? A. No, while some scholars believe this is true, others suggest that a “peaceful rise” is possible. B. No, history indicates that all great power transitions have been peaceful. C. Yes, scholars indicate that all of our historical examples of great power transition have been through war. D. Yes, although there are examples of peaceful rise, there is too much cultural difference for that to occur with China. E. Yes, since tension between the United States and China is so strong, scholars agree that a war is coming.

Use the links provided to answer the questions below. http://www.youtube.com/watch?v=9tt6BQDVKu0 … Read More...
Research has suggested a high rate of alcoholism among patients with primary unipolar depression. In 210 families of females with UD they found that alcoholism was present in 89. of 299 control families, alcoholism was present in 94. Construct a 95% confidence interval for the difference in the two corresponding population proportions.

Research has suggested a high rate of alcoholism among patients with primary unipolar depression. In 210 families of females with UD they found that alcoholism was present in 89. of 299 control families, alcoholism was present in 94. Construct a 95% confidence interval for the difference in the two corresponding population proportions.

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Develop a 4 page-500 word précis on Chapter 7 “How to Monitor & Control a TPM Project” of the Wysocki 7th Ed. text.”

Develop a 4 page-500 word précis on Chapter 7 “How to Monitor & Control a TPM Project” of the Wysocki 7th Ed. text.”

Summary of ‘How to Monitor and Control a TPM Project’ … Read More...
Biologists, researching the effects of adding limestone sand as buffer for acid rain effects in streams, monitored the pH levels of two streams each month for 36 months. The first stream had a mean pH level of 6.8 with a standard deviation of 2.3. The control stream had a mean pH level of 9.2 with a standard deviation of 1.5. Assume a .05 significance level for testing the claim that the mean pH of the first stream was less (more acidic) than the mean pH of the control stream. Also, assume the two samples are independent simple random samples selected from normally distributed populations, but do not assume that the population standard deviations are equal.

Biologists, researching the effects of adding limestone sand as buffer for acid rain effects in streams, monitored the pH levels of two streams each month for 36 months. The first stream had a mean pH level of 6.8 with a standard deviation of 2.3. The control stream had a mean pH level of 9.2 with a standard deviation of 1.5. Assume a .05 significance level for testing the claim that the mean pH of the first stream was less (more acidic) than the mean pH of the control stream. Also, assume the two samples are independent simple random samples selected from normally distributed populations, but do not assume that the population standard deviations are equal.

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Assignment 2 Conditional Probability, Bayes Theorem, and Random Variables Conditional Probability and Bayes’ Theorem Problems 1-14 from Problem Set on Conditional Probability and Bayes’ Theorem I am including all the question here so that there is no confusion. Q1. Pair of six sided dices are rolled and the outcome is noted: What is the sample space? What is the size of the sample space? Suppose all we are interested in is the sum of the two outcomes. What is the probability that the sum of the two is 6? 7? 8? (Note: This can be solved using both enumeration and conditional probability method). Here, it makes more sense to use the enumeration approach than conditional probability. It is, however, listed here to set the stage for Q5. What is the probability that the sum of the two is above 5 and the two numbers are equal? Express this question in terms of events A, B, and set operators. What is the probability that the sum of the two is above 5 or the two numbers are equal? Express this question in terms of events A, B, and set operators. Q2. If P(A)=0.4, P(B)=0.5 and P(A∩B)=0.3 What is the value of (a) P(A|B) and (b) P(B|A) Q3. At a fair, a vendor has 25 helium balloons on strings: 10 balloons are yellow, 8 are red, and 7 are green. A balloon is selected at random and sold. Given that the balloon sold is yellow, what is the probability that the next balloon selected at random is also yellow? Q4. A bowl contains seven blue chips and three red chips. Two chips are to be drawn at random and without replacement. What is the probability that the fist chip is a red chip and the second a blue? Express this question in terms of events A, B, and set operators and use conditional probability. Q5. Three six sided dices are rolled and the outcome is noted: What is the size of the sample space? What is the probability that the sum of the three numbers is 6? 13? 18? Solve using conditional probability How does the concept of conditional probability help? Q6. A grade school boy has 5 blue and four white marbles in his left pocket and four blue and five white marbles in his right pocket. If he transfers one marble at random from his left pocket to his right pocket, what is the probability of his then drawing a blue marble from his right pocket? Q7. In a certain factory, machine I, II, and III are all producing springs of the same length. Of their production, machines I, II, and III produce 2%, 1%, and 3% defective springs respectively. Of the total production of springs in the factory, machine I produces 35%, machine II produces 25%, and machine III produces 40%. If one spring is selected at random from the total springs produced in a day, what is the probability that it is defective? Given that the selected spring is defective, what is the probability that it was produced on machine III? Q8. Bowl B1 contains 2 white chips, bowl B2 contains 2 red chips, bowl B3 contains 2 white and 2 red chips, and Bowl B4 contains 3 white chips and 1 red chip. The probabilities of selecting bowl B1, B2, B3, and B4 are 1/2, 1/4, 1/8, and 1/8 respectively. A bowl is selected using these probabilities, and a chip is then drawn at random. Find P(W), the probability of drawing a white chip P(B1|W): the probability that bowl B1 was selected, given that a white chip was drawn. Q9. A pap smear is a screening procedure used to detect cervical cancer. For women with this cancer, there are about 16% false negative. For women without cervical cancer, there are about 19% false positive. In the US, there are about 8 women in 100,000 who have this cancer. What is the probability that a woman who has been tested positive actually has cervical cancer? Q10. There is a new diagnostic test for a disease that occurs in about 0.05% of the population. The test is not perfect but will detect a person with the disease 99% of the time. It will, however, say that a person without the disease has the disease about 3% of the time. A person is selected at random from the population and the test indicates that this person has the disease. What are the conditional probabilities that The person has the disease The person does not have the disease Q11. Consider two urns: the first contains two white and seven black balls, and the second contains five white and six black balls. We flip a fair coin and then draw a ball from the first urn or the second urn depending on whether the outcome was a head or a tails. What is the conditional probability that the outcome of the toss was heads given that a white ball was selected? Q12. In answering a question on a multiple-choice test a student either knows the answer or guesses. Let p be the probability that she knows the answer. Assume that a student who guesses at the answer will be correct with probability 1/m where m is the number of multiple choice alternatives. What is the conditional probability that a student knew the answer given that she answered it correctly? Q13. A laboratory blood test is 95% effective in detecting a certain disease when it is, in fact, present. However, the test also yields a “false positive” result for 1% of the healthy persons tested (i.e., if a healthy person is tested, then, with probability 0.01, the test result will imply that he has the disease.). If 0.5% of the population actually have the disease, what is the probability a person has the disease given that his test results are positive? Q14. An urn contains b black balls and r red balls. One of the balls is drawn at random, but when it is put back in the urn, c additional balls of the same color are put in it with it. Now suppose that we draw another ball. What is the probability that the first ball drawn was black given that the second ball drawn was red? Random Variables Q15. Suppose an experiment consists of tossing two six sided fair dice and observing the outcomes. What is the sample space? Let Y denote the sum of the two numbers that appear on the dice. Define Y to be a random variable. What are the values that the random variable Y can take? What does it mean if we say Y=7? What does it mean if I say that Y<7? Q16. Suppose an experiment consists of picking a sample of size n from a population of size N. Assume that n≪N. Also, assume that the population contains D defective parts and N-D non defective parts, where n<D≪N. What is the sample space? If we are interested in knowing the number (count) of defective parts in the sample space, describe how, the concept of a random variable could help. Define a random variable Y and describe what values the random variable Y can take? What does it mean if we say Y=5? Q17. Suppose an experiment consists of tossing two fair coins. Let Y denote the number of heads appearing. Define Y to be a random variable. What are the values that the random variable Y can take? What does it mean if we say Y=1? What are the probabilities associated with each outcome? What is the sum of the probabilities associated with all possible values that Y can take? Q18. A lot, consisting of 100 fuses, is inspected by the following procedure. Five fuses are chosen at random and tested: if all 5 fuses pass the inspection, the lot is accepted. Suppose that the lot contains 20 defective fuses. What is the probability of accepting the lot? Define the random variable, its purpose, and the formula/concept that you would use. Q19. In a small pond there are 50 fish, 10 of which have been tagged. If a fisherman’s catch consists of 7 fish, selected at random and without replacement. Give an example of a random variable that can be defined if we are interested in knowing the number of tagged fish that are caught? What is the probability that exactly 2 tagged fish are caught? Define the random variable, its purpose, and the formula/concept that you would use. Applied to Quality Control Q20. My manufacturing firm makes 100 cars every day out of which 10 are defective; the quality control inspector tests drives 5 different cars. Based on the sample, the quality control inspector will make a generalization about the whole batch of 100 cars that I have on that day. Let d denote the number of defective cars in the sample What are the values that d can take (given the information provided above)? What is the probability that the quality control inspector will conclude that: (a) 0% of the cars are defective- call this P(d=0); (b) 20% of the cars are defective- call this P(d=1); (c) 40% of the cars are defective- call this P(d=2); (d) 60% of the cars are defective- call this P(d=3),(e) 80% of the cars are defective- call this P(d=4), and (f) 100% of the cars are defective- call this P(d=5) What is P(d=0)+ P(d=1)+ P(d=2)+ P(d=3)+ P(d=4)+ P(d=5) Let’s assume that the quality control inspector has been doing the testing for a while (say for the past 1000 days). What is the average # of defective cars that he found? Q21. Assume that the quality control inspector is selecting 1 car at a time and the car that he tested is put back in the pool of possible cars that he can test (sample with replacement). Let d denote the number of defective cars in the sample (n) What are the values that d can take (given the information provided above)? What is the probability that the quality control inspector will conclude that: (a) 0% of the cars are defective, (b) 20% of the cars are defective, (c) 40% of the cars are defective, (d) 60% of the cars are defective, (e) 80% of the cars are defective, and (f) 100% of the cars are defective. Let’s call these P(d=0)….P(d=5) What is P(d=0)+ P(d=1)+ P(d=2)+ P(d=3)+ P(d=4)+ P(d=5) Let’s assume that the quality control inspector has been doing the testing for a while (say for the past 1000 days). What is the average # of defective cars that he found? Interesting Problems Q22. A closet contains n pairs of shoes. If 2r shoes are chosen at random (2r<n), what is the probability that there will be no matching pair in the sample? Q23. In a draft lottery containing the 366 days of the leap year, what is the probability that the first 180 days drawn (without replacement) are evenly distributed among the 12 months? What is the probability that the first 30 days drawn contain none from September? Q25. You and I play a coin-tossing game. If the coin falls heads I score one, if tails, you score one. In the beginning, the score is zero. What is the probability that after 2n throws our scores are equal? What is the probability that after 2n+1 throws my score is three more than yours?

Assignment 2 Conditional Probability, Bayes Theorem, and Random Variables Conditional Probability and Bayes’ Theorem Problems 1-14 from Problem Set on Conditional Probability and Bayes’ Theorem I am including all the question here so that there is no confusion. Q1. Pair of six sided dices are rolled and the outcome is noted: What is the sample space? What is the size of the sample space? Suppose all we are interested in is the sum of the two outcomes. What is the probability that the sum of the two is 6? 7? 8? (Note: This can be solved using both enumeration and conditional probability method). Here, it makes more sense to use the enumeration approach than conditional probability. It is, however, listed here to set the stage for Q5. What is the probability that the sum of the two is above 5 and the two numbers are equal? Express this question in terms of events A, B, and set operators. What is the probability that the sum of the two is above 5 or the two numbers are equal? Express this question in terms of events A, B, and set operators. Q2. If P(A)=0.4, P(B)=0.5 and P(A∩B)=0.3 What is the value of (a) P(A|B) and (b) P(B|A) Q3. At a fair, a vendor has 25 helium balloons on strings: 10 balloons are yellow, 8 are red, and 7 are green. A balloon is selected at random and sold. Given that the balloon sold is yellow, what is the probability that the next balloon selected at random is also yellow? Q4. A bowl contains seven blue chips and three red chips. Two chips are to be drawn at random and without replacement. What is the probability that the fist chip is a red chip and the second a blue? Express this question in terms of events A, B, and set operators and use conditional probability. Q5. Three six sided dices are rolled and the outcome is noted: What is the size of the sample space? What is the probability that the sum of the three numbers is 6? 13? 18? Solve using conditional probability How does the concept of conditional probability help? Q6. A grade school boy has 5 blue and four white marbles in his left pocket and four blue and five white marbles in his right pocket. If he transfers one marble at random from his left pocket to his right pocket, what is the probability of his then drawing a blue marble from his right pocket? Q7. In a certain factory, machine I, II, and III are all producing springs of the same length. Of their production, machines I, II, and III produce 2%, 1%, and 3% defective springs respectively. Of the total production of springs in the factory, machine I produces 35%, machine II produces 25%, and machine III produces 40%. If one spring is selected at random from the total springs produced in a day, what is the probability that it is defective? Given that the selected spring is defective, what is the probability that it was produced on machine III? Q8. Bowl B1 contains 2 white chips, bowl B2 contains 2 red chips, bowl B3 contains 2 white and 2 red chips, and Bowl B4 contains 3 white chips and 1 red chip. The probabilities of selecting bowl B1, B2, B3, and B4 are 1/2, 1/4, 1/8, and 1/8 respectively. A bowl is selected using these probabilities, and a chip is then drawn at random. Find P(W), the probability of drawing a white chip P(B1|W): the probability that bowl B1 was selected, given that a white chip was drawn. Q9. A pap smear is a screening procedure used to detect cervical cancer. For women with this cancer, there are about 16% false negative. For women without cervical cancer, there are about 19% false positive. In the US, there are about 8 women in 100,000 who have this cancer. What is the probability that a woman who has been tested positive actually has cervical cancer? Q10. There is a new diagnostic test for a disease that occurs in about 0.05% of the population. The test is not perfect but will detect a person with the disease 99% of the time. It will, however, say that a person without the disease has the disease about 3% of the time. A person is selected at random from the population and the test indicates that this person has the disease. What are the conditional probabilities that The person has the disease The person does not have the disease Q11. Consider two urns: the first contains two white and seven black balls, and the second contains five white and six black balls. We flip a fair coin and then draw a ball from the first urn or the second urn depending on whether the outcome was a head or a tails. What is the conditional probability that the outcome of the toss was heads given that a white ball was selected? Q12. In answering a question on a multiple-choice test a student either knows the answer or guesses. Let p be the probability that she knows the answer. Assume that a student who guesses at the answer will be correct with probability 1/m where m is the number of multiple choice alternatives. What is the conditional probability that a student knew the answer given that she answered it correctly? Q13. A laboratory blood test is 95% effective in detecting a certain disease when it is, in fact, present. However, the test also yields a “false positive” result for 1% of the healthy persons tested (i.e., if a healthy person is tested, then, with probability 0.01, the test result will imply that he has the disease.). If 0.5% of the population actually have the disease, what is the probability a person has the disease given that his test results are positive? Q14. An urn contains b black balls and r red balls. One of the balls is drawn at random, but when it is put back in the urn, c additional balls of the same color are put in it with it. Now suppose that we draw another ball. What is the probability that the first ball drawn was black given that the second ball drawn was red? Random Variables Q15. Suppose an experiment consists of tossing two six sided fair dice and observing the outcomes. What is the sample space? Let Y denote the sum of the two numbers that appear on the dice. Define Y to be a random variable. What are the values that the random variable Y can take? What does it mean if we say Y=7? What does it mean if I say that Y<7? Q16. Suppose an experiment consists of picking a sample of size n from a population of size N. Assume that n≪N. Also, assume that the population contains D defective parts and N-D non defective parts, where n

Chapter 05 Reading Questions Due: 11:59pm on Friday, May 23, 2014 You will receive no credit for items you complete after the assignment is due. Grading Policy Chapter 5 Reading Quiz Question 1 Part A In the second stage of the demographic transition, called the mortality transition, the death rate _____ while the birth rate _____. ANSWER: Chapter 5 Reading Quiz Question 2 Part A About a century ago, the population in Latin America moved from an agricultural to an urban-industrial base. During this period birth rates _____, death rates _____, and the overall population _____. ANSWER: Chapter 5 Reading Quiz Question 16 Part A Over the course of human history, the greatest increases in human populations have been due to_____. ANSWER: increases, decreases decreases, decreases decreases, remains high or increases increases, remains high or increases stayed about the same, decreased, and the population grew even faster increased greatly, increased, declined decreased dramatically, decreased, declined stayed about the same, increased, increased Chapter 05 Reading Questions http://session.masteringenvironmentalscience.com/myct/assignmentPrintV… 1 of 6 5/21/2014 8:00 PM Chapter 5 Reading Quiz Question 4 Part A Compared to women in the United States, women in poor countries such as Ethiopia typically have _____ children at _____ age. ANSWER: Chapter 5 Reading Quiz Question 18 Part A Women in two developed countries have similar total fertility rates of 3.5. However, women in country A typically have their children about 2 years earlier than women in country B. How will the populations of the two countries compare? ANSWER: Chapter 5 Reading Quiz Question 19 Part A Overall population growth rates are most likely to be highest when the median age of a population is _____ and a country is in stage _____ of the demographic transition. ANSWER: improved medicine improved water supplies discovery of new land increased food production fewer, an older more, a younger more, an older fewer, a younger The population of country B will increase faster than country A. The population of country A will increase but the population of country B will decline. The population of country A will increase faster than country B. The populations of both countries will be stable, with similar totals and little increase or decrease. Chapter 05 Reading Questions http://session.masteringenvironmentalscience.com/myct/assignmentPrintV… 2 of 6 5/21/2014 8:00 PM Chapter 5 Reading Quiz Question 20 Part A An age-structure diagram of a poor country in stage 1 of the demographic transition will be closest to the shape of _____. ANSWER: Chapter 5 Reading Quiz Question 8 Part A Predictions about global growth rates have been difficult because of changes in human values and behavior largely based upon _____. ANSWER: Chapter 5 Reading Quiz Question 9 Part A Because human suffering _____ as the human population approaches its carrying capacity, sustainability of the global human population must be _____ the carrying capacity of the Earth. ANSWER: older, 1 younger, 4 older, 3 younger, 2 the letter O, widest in the middle a pyramid, with a broad base and narrow top the letter V, widest at the top column, with even width from top to bottom shifting weather patterns increasing abilities to travel between countries the spread of infectious disease economic development Chapter 05 Reading Questions http://session.masteringenvironmentalscience.com/myct/assignmentPrintV… 3 of 6 5/21/2014 8:00 PM Chapter 5 Reading Quiz Question 10 Part A The IPAT formula is used to estimate the _____. ANSWER: Chapter 5 Reading Quiz Question 12 Part A If everyone in the world had the ecological footprint of people currently living in the United States and Canada, the world would _____. ANSWER: Chapter 5 Reading Quiz Question 22 Part A If the population of the United States continues to grow and consumption levels also increase, we expect that the _____. ANSWER: increases, below decreases, above increases, above decreases, below birth rate of a population shift from one stage to another in the demographic transition age structure of a population ecological footprint of a society have just enough biocapacity without any additional population growth exceed its biocapacity by 40% still have enough biocapacity for 20% more humans exceed its biocapacity by five times over Chapter 05 Reading Questions http://session.masteringenvironmentalscience.com/myct/assignmentPrintV… 4 of 6 5/21/2014 8:00 PM Chapter 5 Reading Quiz Question 24 Part A Given the increasing global population and increased rates of consumption in developing countries, the most likely avenue to sustainability is _____. ANSWER: Chapter 5 Reading Quiz Question 13 Part A Which one of the following typically contributes to population growth? ANSWER: Chapter 5 Reading Quiz Question 14 Part A Members of the neo-Malthusian movement advocated for _____. ANSWER: ecological footprint will eventually exceed the biocapacity of the environment biocapacity will eventually exceed the ecological footprint of the environment United States will eventually become an ecological debtor ecological debt of the United States will continue to increase more efficient use of natural resources the discovery of ways to dramatically increase the global biocapacity to have developed countries use more natural resources from developing countries increase our reliance upon fossil fuels better education empowerment of women high infant mortality economic development Chapter 05 Reading Questions http://session.masteringenvironmentalscience.com/myct/assignmentPrintV… 5 of 6 5/21/2014 8:00 PM Chapter 5 Reading Quiz Question 15 Part A China, Mexico, and India have all made progress in reducing the population growth rates in their countries by adopting policies that encourage _____. ANSWER: Chapter 5 Reading Quiz Question 7 Part A Malthus found that populations in the American colonies were increasing _____ than populations on the European continent due to _____. ANSWER: Score Summary: Your score on this assignment is 0.0%. You received 0 out of a possible total of 17 points. increasing population size to support greater economic development birth control to limit population growth greater use of natural resources to increase the biocapacity of Earth to support a growing human population greater conservation of natural resources to limit the environmental impact of a growing human population limits on family size women to work only inside of their homes women to start having children at a younger age couples to marry earlier faster, no political conflicts or wars faster, greater resources were available in the American colonies slower, fewer resources were available in the American colonies slower, greater disease in the American colonies Chapter 05 Reading Questions http://session.masteringenvironmentalscience.com/myct/assignmentPrintV… 6 of 6 5/21/2014 8:00 PM

Chapter 05 Reading Questions Due: 11:59pm on Friday, May 23, 2014 You will receive no credit for items you complete after the assignment is due. Grading Policy Chapter 5 Reading Quiz Question 1 Part A In the second stage of the demographic transition, called the mortality transition, the death rate _____ while the birth rate _____. ANSWER: Chapter 5 Reading Quiz Question 2 Part A About a century ago, the population in Latin America moved from an agricultural to an urban-industrial base. During this period birth rates _____, death rates _____, and the overall population _____. ANSWER: Chapter 5 Reading Quiz Question 16 Part A Over the course of human history, the greatest increases in human populations have been due to_____. ANSWER: increases, decreases decreases, decreases decreases, remains high or increases increases, remains high or increases stayed about the same, decreased, and the population grew even faster increased greatly, increased, declined decreased dramatically, decreased, declined stayed about the same, increased, increased Chapter 05 Reading Questions http://session.masteringenvironmentalscience.com/myct/assignmentPrintV… 1 of 6 5/21/2014 8:00 PM Chapter 5 Reading Quiz Question 4 Part A Compared to women in the United States, women in poor countries such as Ethiopia typically have _____ children at _____ age. ANSWER: Chapter 5 Reading Quiz Question 18 Part A Women in two developed countries have similar total fertility rates of 3.5. However, women in country A typically have their children about 2 years earlier than women in country B. How will the populations of the two countries compare? ANSWER: Chapter 5 Reading Quiz Question 19 Part A Overall population growth rates are most likely to be highest when the median age of a population is _____ and a country is in stage _____ of the demographic transition. ANSWER: improved medicine improved water supplies discovery of new land increased food production fewer, an older more, a younger more, an older fewer, a younger The population of country B will increase faster than country A. The population of country A will increase but the population of country B will decline. The population of country A will increase faster than country B. The populations of both countries will be stable, with similar totals and little increase or decrease. Chapter 05 Reading Questions http://session.masteringenvironmentalscience.com/myct/assignmentPrintV… 2 of 6 5/21/2014 8:00 PM Chapter 5 Reading Quiz Question 20 Part A An age-structure diagram of a poor country in stage 1 of the demographic transition will be closest to the shape of _____. ANSWER: Chapter 5 Reading Quiz Question 8 Part A Predictions about global growth rates have been difficult because of changes in human values and behavior largely based upon _____. ANSWER: Chapter 5 Reading Quiz Question 9 Part A Because human suffering _____ as the human population approaches its carrying capacity, sustainability of the global human population must be _____ the carrying capacity of the Earth. ANSWER: older, 1 younger, 4 older, 3 younger, 2 the letter O, widest in the middle a pyramid, with a broad base and narrow top the letter V, widest at the top column, with even width from top to bottom shifting weather patterns increasing abilities to travel between countries the spread of infectious disease economic development Chapter 05 Reading Questions http://session.masteringenvironmentalscience.com/myct/assignmentPrintV… 3 of 6 5/21/2014 8:00 PM Chapter 5 Reading Quiz Question 10 Part A The IPAT formula is used to estimate the _____. ANSWER: Chapter 5 Reading Quiz Question 12 Part A If everyone in the world had the ecological footprint of people currently living in the United States and Canada, the world would _____. ANSWER: Chapter 5 Reading Quiz Question 22 Part A If the population of the United States continues to grow and consumption levels also increase, we expect that the _____. ANSWER: increases, below decreases, above increases, above decreases, below birth rate of a population shift from one stage to another in the demographic transition age structure of a population ecological footprint of a society have just enough biocapacity without any additional population growth exceed its biocapacity by 40% still have enough biocapacity for 20% more humans exceed its biocapacity by five times over Chapter 05 Reading Questions http://session.masteringenvironmentalscience.com/myct/assignmentPrintV… 4 of 6 5/21/2014 8:00 PM Chapter 5 Reading Quiz Question 24 Part A Given the increasing global population and increased rates of consumption in developing countries, the most likely avenue to sustainability is _____. ANSWER: Chapter 5 Reading Quiz Question 13 Part A Which one of the following typically contributes to population growth? ANSWER: Chapter 5 Reading Quiz Question 14 Part A Members of the neo-Malthusian movement advocated for _____. ANSWER: ecological footprint will eventually exceed the biocapacity of the environment biocapacity will eventually exceed the ecological footprint of the environment United States will eventually become an ecological debtor ecological debt of the United States will continue to increase more efficient use of natural resources the discovery of ways to dramatically increase the global biocapacity to have developed countries use more natural resources from developing countries increase our reliance upon fossil fuels better education empowerment of women high infant mortality economic development Chapter 05 Reading Questions http://session.masteringenvironmentalscience.com/myct/assignmentPrintV… 5 of 6 5/21/2014 8:00 PM Chapter 5 Reading Quiz Question 15 Part A China, Mexico, and India have all made progress in reducing the population growth rates in their countries by adopting policies that encourage _____. ANSWER: Chapter 5 Reading Quiz Question 7 Part A Malthus found that populations in the American colonies were increasing _____ than populations on the European continent due to _____. ANSWER: Score Summary: Your score on this assignment is 0.0%. You received 0 out of a possible total of 17 points. increasing population size to support greater economic development birth control to limit population growth greater use of natural resources to increase the biocapacity of Earth to support a growing human population greater conservation of natural resources to limit the environmental impact of a growing human population limits on family size women to work only inside of their homes women to start having children at a younger age couples to marry earlier faster, no political conflicts or wars faster, greater resources were available in the American colonies slower, fewer resources were available in the American colonies slower, greater disease in the American colonies Chapter 05 Reading Questions http://session.masteringenvironmentalscience.com/myct/assignmentPrintV… 6 of 6 5/21/2014 8:00 PM

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BLY 101L – Take Home Assignment (20 pts. TOTAL) Due: Start of class time – Monday, June 30, 2014 OR Tuesday, July 1, 2014 1. Calculate the % of disks floating (%DF) for each time point and both Control and Treatment groups. (5 pts.) • refer to the class notes re: how to do this… 2. Neatly graph experimental results. (5 pts.) • graph paper • Microsoft Excel • refer to the class notes re: how to do this… 3. What was the overarching QUESTION addressed by the lab exercise? (1 pt.) 4. State “null” (H0) and “alternative” (HA) HYPOTHESES. (2 pts.) 5. State your PREDICTION in “If…., then…” format, based upon your knowledge of PS and as written in your lab guide. (1 pt.) 6. Applying what you’ve learned about photosynthesis… • Undoubtedly, you have heard mention of the effect of increasing concentrations of certain gasses (one of which is CO2) in Earth’s atmosphere, and its relevance to Climate Change. Sometime around two decades ago or so, plant scientists began to earnestly think about CO2 level and its effects on plant physiology and growth. Based upon your knowledge of photosynthesis and what you’ve learned from this week’s lab experiment… Formulate testable hypotheses (H0, HA) AND a prediction for this scenario. (3 pts.) • As a follow-on to the previous question and in the context of the experiment you performed in class…Aside from affecting “aesthetics” and habitat for fuzzy wuzzy animals, why are plant and conservation scientists worried about the effects of “clear cutting” (i.e., cutting down forests for development or other agricultural and industrial uses) in combination with rising CO2 levels? (NOTE: O2 HAS NOTHING TO DO WITH THE ANSWER TO THIS QUESTION…; 3 pts.) You MUST hand in the following: o Data table o Line graph of experimental results (plot both data sets on the SAME set of axes; see lecture notes) o Neatly typed answers to questions 3-6 REMEMBER: Images, written text AND/OR ideas are intellectual property and/or copyrighted! If you consult/borrow any published material (e.g., internet webpage text, published paper or report, your textbook, etc.) to construct answers to the questions above, you MUST CITE THE SOURCE FROM WHICH YOU COPIED THE IMAGES, TEXT or IDEAS. See below… Scientific Paper Chase, J. 2010. Stochastic community assembly causes higher biodiversity in more productive environments. Science 328: 1388-1391. Book Stein, B.A., Kutner, L.S., and Adams, J.S. 2000. Precious Heritage, The Status of Biodiversity in the United States. Oxford University Press, Oxford, England. Webpage NOAA, National Atmospheric and Oceanographic Administration. Accessed 01/05/12. http://www.nhc.noaa.gov/pastall.shtml#tracks_us.

BLY 101L – Take Home Assignment (20 pts. TOTAL) Due: Start of class time – Monday, June 30, 2014 OR Tuesday, July 1, 2014 1. Calculate the % of disks floating (%DF) for each time point and both Control and Treatment groups. (5 pts.) • refer to the class notes re: how to do this… 2. Neatly graph experimental results. (5 pts.) • graph paper • Microsoft Excel • refer to the class notes re: how to do this… 3. What was the overarching QUESTION addressed by the lab exercise? (1 pt.) 4. State “null” (H0) and “alternative” (HA) HYPOTHESES. (2 pts.) 5. State your PREDICTION in “If…., then…” format, based upon your knowledge of PS and as written in your lab guide. (1 pt.) 6. Applying what you’ve learned about photosynthesis… • Undoubtedly, you have heard mention of the effect of increasing concentrations of certain gasses (one of which is CO2) in Earth’s atmosphere, and its relevance to Climate Change. Sometime around two decades ago or so, plant scientists began to earnestly think about CO2 level and its effects on plant physiology and growth. Based upon your knowledge of photosynthesis and what you’ve learned from this week’s lab experiment… Formulate testable hypotheses (H0, HA) AND a prediction for this scenario. (3 pts.) • As a follow-on to the previous question and in the context of the experiment you performed in class…Aside from affecting “aesthetics” and habitat for fuzzy wuzzy animals, why are plant and conservation scientists worried about the effects of “clear cutting” (i.e., cutting down forests for development or other agricultural and industrial uses) in combination with rising CO2 levels? (NOTE: O2 HAS NOTHING TO DO WITH THE ANSWER TO THIS QUESTION…; 3 pts.) You MUST hand in the following: o Data table o Line graph of experimental results (plot both data sets on the SAME set of axes; see lecture notes) o Neatly typed answers to questions 3-6 REMEMBER: Images, written text AND/OR ideas are intellectual property and/or copyrighted! If you consult/borrow any published material (e.g., internet webpage text, published paper or report, your textbook, etc.) to construct answers to the questions above, you MUST CITE THE SOURCE FROM WHICH YOU COPIED THE IMAGES, TEXT or IDEAS. See below… Scientific Paper Chase, J. 2010. Stochastic community assembly causes higher biodiversity in more productive environments. Science 328: 1388-1391. Book Stein, B.A., Kutner, L.S., and Adams, J.S. 2000. Precious Heritage, The Status of Biodiversity in the United States. Oxford University Press, Oxford, England. Webpage NOAA, National Atmospheric and Oceanographic Administration. Accessed 01/05/12. http://www.nhc.noaa.gov/pastall.shtml#tracks_us.

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