Mathematics homework help

1.- The pulse rate of a man due to the effect of Amtas AT 25 mg on different days in a month were found to be.
66, 65, 69, 70, 69, 71, 70, 63, 64 and 68.
Discuss whether the mean pulse rate of the man in the month is 65. Assume significance level is 0.05.

  • State Null and Alternative hypotheses (3 points):
  • Compute Test Statistic (3 points):
  • Compute critical value or pvalue (3 points):
  • Decision and conclusion in terms of the problem (4 points):

2.Compute and interpret a 95% confidence interval for the mean pulse rate of subjects from problem 1.

  • Compute confidence interval (4 points):
  • Interpret confidence interval (4 points):

3.- In an experiment to investigate the possible protective effects of vitamin C against rabies 98 guinea-pigs were given a small dose of fixed rabies virus. Of these, 48 were also given vitamin C, the rest were not. Table 1 gives the number that died or survived under each treatment. Deaths occurred in 35% of the treated and 70% of the control animals. Carry out a test with Yate’s correction to decide if vitamin C is effective against rabies.
Table 1.

Treatment No. of deaths No. of survivors
Vitamin C 17 31
Control 35 15
  • State Null and Alternative hypotheses (3 points):
  • Compute Test Statistic (3 points):
  • Compute critical value or pvalue (3 points):
  • Decision and conclusion in terms of the problem (4 points):
  1. The scutum widths of ticks collected from three cotton-tail rabbits were measured and the data are given in Table 2. Using Satterthwaite’s rule to determine the appropriate number of degrees of freedom (unequal variance), carry out t tests to decide which, if any, of the mean scutum widths differ significantly. Make the comparisons with Bonferroni’s correction and without a correction for the number of comparisons.

Table 2. Number of ticks, mean scutum width in microns and standard deviation of the mean width in microns, taken from each of three rabbits

Rabbit n m sd
1 8 372.3 6.23
2 10 354.4 2.60
3 13 355.3 3.77

For each comparison state: – State Null and Alternative hypotheses (4 points):

  • Compute Test Statistic (5 points):
  • Compute critical value or pvalue (with and without correction) (6 points):
  • Decision and conclusion in terms of the problem (with and without correction) (6 points):

5.- We want to compare the effect on sleep of two different drugs (hyoscyamine and Hyoscine) on patients. How many patients would you need to use in order to decide if hyoscyamine increases the amount of sleep by at least 30 minutes while keeping the probability of making a Type I error to less than 5% and the probability of making a Type II error to less than 10% (=0.9)? From a pilot sample we have, sd hyoscyamine=1.79 and sd Hyoscine=2.
Write the correct formula to use (3 points):
Write formula with values plugged in (3 points):
Sample size needed per group (3 points):
6.- An experiment was performed in which tick larvae of the species Haemaphysalis leporispalustris were collected from four cotton-tail rabbits.
 
Table 3 Scutum widths, cottontail rabbits in microns, of tick larvae taken from four Rabbits.

  1 2 3 4
  380 350 354 376
  376 356 360 344
  360 358 362 342
  368 376 352 372
  372 338 366 374
  366 342 372 360
  374 366 362  
  382 350 344  
  344 342    
  364 358    
  351      
  348      
  348      
m 372.3 354.4 355.3 361.3
sd 6.23 2.60 3.77 2.47

Carry out a one way ANOVA test.

  • State Null and Alternative hypotheses (3 points):
  • Calculate the ANOVA table (4 points):
  • Compute pvalue (3 points):
  • Decision and conclusion in terms of the problem (4 points):

7.- We consider an experiment of the diet of rats where we examined the extent to which the freshness of the lard and the sex of the rats affected the weight gained by the rats. Table 4 The weight (in grams) gained by male rats fed on fresh lard and on rancid lard , and by female rats fed on fresh lard and on rancid lard.
Table 4.

  A1 ( fresh lard) A2 (rancid lard)
  171 108
B1 (male rats) 172 89
  172 69
     
  153 85
B2 (female rats) 109 64
  160 82

Carry out a two way ANOVA test.

  • Calculate the ANOVA table (5 points):
  • Compute pvalues for overall effect, sex effect, diet effect and interaction effect (6 points):
  • Decision and conclusion in terms of the problem for each one of the tests (6 points):

8.- Find the correlation coefficient and the equation of the regression line of the following values of x and y.
{(x,y)}={(1,2),(2,5),(3,3),(5,8),(5,7)}

  • Correlation coefficient (4 points):
  • Regression line (4 points):

 

Mathematics homework help

You can select any topic from below
Option 1, False Proofs: There are many falseproofs. For example, the following article is an MIT student project:•Xing Yuan, Mathematical Fallacy Proofs http://dspace.mit.edu/bitstream/handle/1721.1/100853/18-304-spring-2006/contents/projects/fallacy_yuan.pdf
You also see two other examples in our lecture, Proof Techniques (1), Introduction. For this project, you need to search the Internet for more new false proofs. Do not use the examples from our lectures and Yuan’s paper. For each false proofyou use, please explain what lead to the false proof, and how the false proof helps students learn and understandand/orenhance your teaching
Option 2, Analysis and Classification of Student mistakesand difficulties: Students often have difficulties and make mistakes in arithmetic,algebra, trigonometry, and calculus. Why? What kind of mistakesand difficulties do theymakeor have? How can you help? You may read the following articles from the following link:https://www.semanticscholar.org/paper/Classifying-students-mistakes-in-Calculus-Hirst/436f1e13390e367c9647d493a5b462561d63b003

  • Keith Hirst.Classifying Students’ Mistakes in Calculus
  • Nourooz Hashemia,*, Mohd Salleh Abua , Hamidreza Kashefia , Khadijeh Rahimib Undergraduate students’ difficulties in conceptual understanding of derivation.

 If you have taught or tutored before, you may collect the mistakes that your students made, then classify and analyze them. You may also develop a plan how you would apply your findings in your classroom.
Direction to be followed
1.Excluding the title and reference pages, your paper musthave at least 10 pages with double line space. Each missing page will result in a deduction of 15 points in addition to the deductions based on the following rubrics
2.(5 points) Professional appearance and format of your paper: The margins are not more than 1” from each side; the font size should not be larger than 12; and the fontcan be Calibri, or Times New Roman.  The paper must be numbered. The sizes of tables and picturesneed to be reasonable. Your paper should be organized in the following format:a.Project title, names of authors, emails and affiliations (optional)b.Project summary, abstract, and/or objectivesc.Project Body (you may use sections, bullets tables, pictures)d.Acknowledgement (if applicable)e.References:If you obtained any information from the Internet, include the URL.  Youneeduse the MLA (Modern Language Association) citation style, or the Chicago citation style, or the style of a reputable mathematical journal, for example, the Journal of Mathematical Analysis and Applications (http://www.elsevier.com/wps/find/journaldescription.cws_home/622886?generatepdf=true)
3 .(5 points) Summary or abstract of your project. You may include objectivestatements. a.Project title, namesof authors, emails,affiliations, abstract should be included in the title page

  1. (15 points) Difficulty and complexity: There are four options for your project (see the next page). For Project Option 1 and 2, the difficulty refersto the level of school mathematics from the lowest, arithmetic,to the highest, calculus II. For Project Option 3, your project needs to be at least at the level you taught, teach, or will teach. The appropriatelength of the project is also a consideration of difficulty, thoughthe minimum length is 10 pages with double space. An unnecessarily lengthy paper will not be considered more difficult. Difficulty may mean complexity. Use and inclusion of definitions, theorems and proofs will reflect difficulty and complexity. The more difficult the mathematics is, the more points you may earn.
  2. (15points) Originality or creativity: The first meaning of originality is that your paper must be your own work. Plagiarism is prohibited, and hence will resultin 0 for the entireproject. Anymaterials taken from the Internet, publications and other people’s work must be well cited. The second meaning of originality is that your work has not been seen on the Internet and in publications. Originality may also mean creativity. The more original work your project has, the more points you may earn.
  3. (60 points) Readability and Communication: clear and correct calculation, derivation, proofs, applications and explanation; sufficient and appropriate examples; real world examples, particularly related to your students, school and community (this also contributesto originality); smooth connection and transition among concepts, definitions,theorems, examples, and explanations; use of pictures, diagrams, and tables; easiness for understanding; appropriate citation; completeness of the project; fun to read.

7.Correctness: mathematically your project must be correct. Errors and mistakes in mathematics will be subject to deduction of points you earn. Errors and mistakes inother areas (English, Education, Science…) may or may not cause a deduction, depending on the nature and significance of the errors andmistakes.
8.The instructor retains the final interpretation of the grading rubrics

Mathematics homework help

You can select any topic from below
Option 1, False Proofs: There are many falseproofs. For example, the following article is an MIT student project:•Xing Yuan, Mathematical Fallacy Proofs http://dspace.mit.edu/bitstream/handle/1721.1/100853/18-304-spring-2006/contents/projects/fallacy_yuan.pdf
You also see two other examples in our lecture, Proof Techniques (1), Introduction. For this project, you need to search the Internet for more new false proofs. Do not use the examples from our lectures and Yuan’s paper. For each false proofyou use, please explain what lead to the false proof, and how the false proof helps students learn and understandand/orenhance your teaching
Option 2, Analysis and Classification of Student mistakesand difficulties: Students often have difficulties and make mistakes in arithmetic,algebra, trigonometry, and calculus. Why? What kind of mistakesand difficulties do theymakeor have? How can you help? You may read the following articles from the following link:https://www.semanticscholar.org/paper/Classifying-students-mistakes-in-Calculus-Hirst/436f1e13390e367c9647d493a5b462561d63b003

  • Keith Hirst.Classifying Students’ Mistakes in Calculus
  • Nourooz Hashemia,*, Mohd Salleh Abua , Hamidreza Kashefia , Khadijeh Rahimib Undergraduate students’ difficulties in conceptual understanding of derivation.

 If you have taught or tutored before, you may collect the mistakes that your students made, then classify and analyze them. You may also develop a plan how you would apply your findings in your classroom.
Direction to be followed
1.Excluding the title and reference pages, your paper musthave at least 10 pages with double line space. Each missing page will result in a deduction of 15 points in addition to the deductions based on the following rubrics
2.(5 points) Professional appearance and format of your paper: The margins are not more than 1” from each side; the font size should not be larger than 12; and the fontcan be Calibri, or Times New Roman.  The paper must be numbered. The sizes of tables and picturesneed to be reasonable. Your paper should be organized in the following format:a.Project title, names of authors, emails and affiliations (optional)b.Project summary, abstract, and/or objectivesc.Project Body (you may use sections, bullets tables, pictures)d.Acknowledgement (if applicable)e.References:If you obtained any information from the Internet, include the URL.  Youneeduse the MLA (Modern Language Association) citation style, or the Chicago citation style, or the style of a reputable mathematical journal, for example, the Journal of Mathematical Analysis and Applications (http://www.elsevier.com/wps/find/journaldescription.cws_home/622886?generatepdf=true)
3 .(5 points) Summary or abstract of your project. You may include objectivestatements. a.Project title, namesof authors, emails,affiliations, abstract should be included in the title page

  1. (15 points) Difficulty and complexity: There are four options for your project (see the next page). For Project Option 1 and 2, the difficulty refersto the level of school mathematics from the lowest, arithmetic,to the highest, calculus II. For Project Option 3, your project needs to be at least at the level you taught, teach, or will teach. The appropriatelength of the project is also a consideration of difficulty, thoughthe minimum length is 10 pages with double space. An unnecessarily lengthy paper will not be considered more difficult. Difficulty may mean complexity. Use and inclusion of definitions, theorems and proofs will reflect difficulty and complexity. The more difficult the mathematics is, the more points you may earn.
  2. (15points) Originality or creativity: The first meaning of originality is that your paper must be your own work. Plagiarism is prohibited, and hence will resultin 0 for the entireproject. Anymaterials taken from the Internet, publications and other people’s work must be well cited. The second meaning of originality is that your work has not been seen on the Internet and in publications. Originality may also mean creativity. The more original work your project has, the more points you may earn.
  3. (60 points) Readability and Communication: clear and correct calculation, derivation, proofs, applications and explanation; sufficient and appropriate examples; real world examples, particularly related to your students, school and community (this also contributesto originality); smooth connection and transition among concepts, definitions,theorems, examples, and explanations; use of pictures, diagrams, and tables; easiness for understanding; appropriate citation; completeness of the project; fun to read.

7.Correctness: mathematically your project must be correct. Errors and mistakes in mathematics will be subject to deduction of points you earn. Errors and mistakes inother areas (English, Education, Science…) may or may not cause a deduction, depending on the nature and significance of the errors andmistakes.
8.The instructor retains the final interpretation of the grading rubrics

Statistics homework help

Three topics “Heteroscedasticity”, “Multicollinearity” and “Autocorrelation”
$30/hour
  • attachment

    CH11.pdf
  • attachment

    CH122.pdf
  • attachment

    CH102.pdf

Algebra homework help

Name: Last ______________________ First_______________________ Section # _________
ID # __________________________________(at least the last 4 digits)
Signature Assignment Math 1315
1. Use Gauss-Jordan Elimination to solve the following system of equations . You must show all of
your work identifying what row operations you are doing in each step. Do not use a graphing
calculator in order to reduce the matrix or you will not receive credit for the problem..
2x – 4y + 6z = – 2
– x + 3y – 3z = 1
– x + 2y + 2z = -4
x = _________
y = _________
z = _________
3. Mike has $235,000 he wishes to invest in two rental properties. One yields 10% and the other
yields 12%. For safety he wants to split his investment between the two properties instead of
investing all of his money in the higher yielding rental property. If his goal is to achieve a total income
earned of $25,000 a year from these two properties, how much money should he invest in each
property. You must show your work illustrating how you calculated your answer in order to get credit
for this problem.
Amount invested in property yielding 10% ________________
. Amount invested in property yielding 12% ________________.
4. A. What would be your monthly mortgage payment if you pay for a $250,000 home by making a
20% down payment and then take out a 3.74% thirty year fixed rate mortgage loan where interest is
compounded monthly to cover the remaining balance. All work must be shown justifying the following
answers.
Mortgage payment = _______________
B. How much total interest would you have to pay over the entire life of the loan.
Total interest paid = __________
C. Suppose you decided to pay for this house by taking out a fifteen year 3.04% fixed rate mortgage
instead of the thirty year 3.74% fixed rate mortgage. What would be your required monthly
mortgage payment for this 15 year mortgage assuming you still make the same 20% down
payment.
D. How much interest would you have saved by taking out the fifteen year fixed rate mortgage
instead of the thirty year fixed rate mortgage.
Interest saved = _______________
E. Taking the above data into account, write a short paragraph comparing what you feel are
the pros and cons of each type of mortgage.

Algebra homework help

Name: Last ______________________ First_______________________ Section # _________
ID # __________________________________(at least the last 4 digits)
Signature Assignment Math 1315
1. Use Gauss-Jordan Elimination to solve the following system of equations . You must show all of
your work identifying what row operations you are doing in each step. Do not use a graphing
calculator in order to reduce the matrix or you will not receive credit for the problem..
2x – 4y + 6z = – 2
– x + 3y – 3z = 1
– x + 2y + 2z = -4
x = _________
y = _________
z = _________
3. Mike has $235,000 he wishes to invest in two rental properties. One yields 10% and the other
yields 12%. For safety he wants to split his investment between the two properties instead of
investing all of his money in the higher yielding rental property. If his goal is to achieve a total income
earned of $25,000 a year from these two properties, how much money should he invest in each
property. You must show your work illustrating how you calculated your answer in order to get credit
for this problem.
Amount invested in property yielding 10% ________________
. Amount invested in property yielding 12% ________________.
4. A. What would be your monthly mortgage payment if you pay for a $250,000 home by making a
20% down payment and then take out a 3.74% thirty year fixed rate mortgage loan where interest is
compounded monthly to cover the remaining balance. All work must be shown justifying the following
answers.
Mortgage payment = _______________
B. How much total interest would you have to pay over the entire life of the loan.
Total interest paid = __________
C. Suppose you decided to pay for this house by taking out a fifteen year 3.04% fixed rate mortgage
instead of the thirty year 3.74% fixed rate mortgage. What would be your required monthly
mortgage payment for this 15 year mortgage assuming you still make the same 20% down
payment.
D. How much interest would you have saved by taking out the fifteen year fixed rate mortgage
instead of the thirty year fixed rate mortgage.
Interest saved = _______________
E. Taking the above data into account, write a short paragraph comparing what you feel are
the pros and cons of each type of mortgage.

Mathematics homework help

You can select any topic from below
Option 1, False Proofs: There are many falseproofs. For example, the following article is an MIT student project:•Xing Yuan, Mathematical Fallacy Proofs http://dspace.mit.edu/bitstream/handle/1721.1/100853/18-304-spring-2006/contents/projects/fallacy_yuan.pdf
You also see two other examples in our lecture, Proof Techniques (1), Introduction. For this project, you need to search the Internet for more new false proofs. Do not use the examples from our lectures and Yuan’s paper. For each false proofyou use, please explain what lead to the false proof, and how the false proof helps students learn and understandand/orenhance your teaching
Option 2, Analysis and Classification of Student mistakesand difficulties: Students often have difficulties and make mistakes in arithmetic,algebra, trigonometry, and calculus. Why? What kind of mistakesand difficulties do theymakeor have? How can you help? You may read the following articles from the following link:https://www.semanticscholar.org/paper/Classifying-students-mistakes-in-Calculus-Hirst/436f1e13390e367c9647d493a5b462561d63b003

  • Keith Hirst.Classifying Students’ Mistakes in Calculus
  • Nourooz Hashemia,*, Mohd Salleh Abua , Hamidreza Kashefia , Khadijeh Rahimib Undergraduate students’ difficulties in conceptual understanding of derivation.

 If you have taught or tutored before, you may collect the mistakes that your students made, then classify and analyze them. You may also develop a plan how you would apply your findings in your classroom.
Direction to be followed
1.Excluding the title and reference pages, your paper musthave at least 10 pages with double line space. Each missing page will result in a deduction of 15 points in addition to the deductions based on the following rubrics
2.(5 points) Professional appearance and format of your paper: The margins are not more than 1” from each side; the font size should not be larger than 12; and the fontcan be Calibri, or Times New Roman.  The paper must be numbered. The sizes of tables and picturesneed to be reasonable. Your paper should be organized in the following format:a.Project title, names of authors, emails and affiliations (optional)b.Project summary, abstract, and/or objectivesc.Project Body (you may use sections, bullets tables, pictures)d.Acknowledgement (if applicable)e.References:If you obtained any information from the Internet, include the URL.  Youneeduse the MLA (Modern Language Association) citation style, or the Chicago citation style, or the style of a reputable mathematical journal, for example, the Journal of Mathematical Analysis and Applications (http://www.elsevier.com/wps/find/journaldescription.cws_home/622886?generatepdf=true)
3 .(5 points) Summary or abstract of your project. You may include objectivestatements. a.Project title, namesof authors, emails,affiliations, abstract should be included in the title page

  1. (15 points) Difficulty and complexity: There are four options for your project (see the next page). For Project Option 1 and 2, the difficulty refersto the level of school mathematics from the lowest, arithmetic,to the highest, calculus II. For Project Option 3, your project needs to be at least at the level you taught, teach, or will teach. The appropriatelength of the project is also a consideration of difficulty, thoughthe minimum length is 10 pages with double space. An unnecessarily lengthy paper will not be considered more difficult. Difficulty may mean complexity. Use and inclusion of definitions, theorems and proofs will reflect difficulty and complexity. The more difficult the mathematics is, the more points you may earn.
  2. (15points) Originality or creativity: The first meaning of originality is that your paper must be your own work. Plagiarism is prohibited, and hence will resultin 0 for the entireproject. Anymaterials taken from the Internet, publications and other people’s work must be well cited. The second meaning of originality is that your work has not been seen on the Internet and in publications. Originality may also mean creativity. The more original work your project has, the more points you may earn.
  3. (60 points) Readability and Communication: clear and correct calculation, derivation, proofs, applications and explanation; sufficient and appropriate examples; real world examples, particularly related to your students, school and community (this also contributesto originality); smooth connection and transition among concepts, definitions,theorems, examples, and explanations; use of pictures, diagrams, and tables; easiness for understanding; appropriate citation; completeness of the project; fun to read.

7.Correctness: mathematically your project must be correct. Errors and mistakes in mathematics will be subject to deduction of points you earn. Errors and mistakes inother areas (English, Education, Science…) may or may not cause a deduction, depending on the nature and significance of the errors andmistakes.
8.The instructor retains the final interpretation of the grading rubrics

Mathematics homework help

1.- The pulse rate of a man due to the effect of Amtas AT 25 mg on different days in a month were found to be.
66, 65, 69, 70, 69, 71, 70, 63, 64 and 68.
Discuss whether the mean pulse rate of the man in the month is 65. Assume significance level is 0.05.

  • State Null and Alternative hypotheses (3 points):
  • Compute Test Statistic (3 points):
  • Compute critical value or pvalue (3 points):
  • Decision and conclusion in terms of the problem (4 points):

2.Compute and interpret a 95% confidence interval for the mean pulse rate of subjects from problem 1.

  • Compute confidence interval (4 points):
  • Interpret confidence interval (4 points):

3.- In an experiment to investigate the possible protective effects of vitamin C against rabies 98 guinea-pigs were given a small dose of fixed rabies virus. Of these, 48 were also given vitamin C, the rest were not. Table 1 gives the number that died or survived under each treatment. Deaths occurred in 35% of the treated and 70% of the control animals. Carry out a test with Yate’s correction to decide if vitamin C is effective against rabies.
Table 1.

Treatment No. of deaths No. of survivors
Vitamin C 17 31
Control 35 15
  • State Null and Alternative hypotheses (3 points):
  • Compute Test Statistic (3 points):
  • Compute critical value or pvalue (3 points):
  • Decision and conclusion in terms of the problem (4 points):
  1. The scutum widths of ticks collected from three cotton-tail rabbits were measured and the data are given in Table 2. Using Satterthwaite’s rule to determine the appropriate number of degrees of freedom (unequal variance), carry out t tests to decide which, if any, of the mean scutum widths differ significantly. Make the comparisons with Bonferroni’s correction and without a correction for the number of comparisons.

Table 2. Number of ticks, mean scutum width in microns and standard deviation of the mean width in microns, taken from each of three rabbits

Rabbit n m sd
1 8 372.3 6.23
2 10 354.4 2.60
3 13 355.3 3.77

For each comparison state: – State Null and Alternative hypotheses (4 points):

  • Compute Test Statistic (5 points):
  • Compute critical value or pvalue (with and without correction) (6 points):
  • Decision and conclusion in terms of the problem (with and without correction) (6 points):

5.- We want to compare the effect on sleep of two different drugs (hyoscyamine and Hyoscine) on patients. How many patients would you need to use in order to decide if hyoscyamine increases the amount of sleep by at least 30 minutes while keeping the probability of making a Type I error to less than 5% and the probability of making a Type II error to less than 10% (=0.9)? From a pilot sample we have, sd hyoscyamine=1.79 and sd Hyoscine=2.
Write the correct formula to use (3 points):
Write formula with values plugged in (3 points):
Sample size needed per group (3 points):
6.- An experiment was performed in which tick larvae of the species Haemaphysalis leporispalustris were collected from four cotton-tail rabbits.
 
Table 3 Scutum widths, cottontail rabbits in microns, of tick larvae taken from four Rabbits.

  1 2 3 4
  380 350 354 376
  376 356 360 344
  360 358 362 342
  368 376 352 372
  372 338 366 374
  366 342 372 360
  374 366 362  
  382 350 344  
  344 342    
  364 358    
  351      
  348      
  348      
m 372.3 354.4 355.3 361.3
sd 6.23 2.60 3.77 2.47

Carry out a one way ANOVA test.

  • State Null and Alternative hypotheses (3 points):
  • Calculate the ANOVA table (4 points):
  • Compute pvalue (3 points):
  • Decision and conclusion in terms of the problem (4 points):

7.- We consider an experiment of the diet of rats where we examined the extent to which the freshness of the lard and the sex of the rats affected the weight gained by the rats. Table 4 The weight (in grams) gained by male rats fed on fresh lard and on rancid lard , and by female rats fed on fresh lard and on rancid lard.
Table 4.

  A1 ( fresh lard) A2 (rancid lard)
  171 108
B1 (male rats) 172 89
  172 69
     
  153 85
B2 (female rats) 109 64
  160 82

Carry out a two way ANOVA test.

  • Calculate the ANOVA table (5 points):
  • Compute pvalues for overall effect, sex effect, diet effect and interaction effect (6 points):
  • Decision and conclusion in terms of the problem for each one of the tests (6 points):

8.- Find the correlation coefficient and the equation of the regression line of the following values of x and y.
{(x,y)}={(1,2),(2,5),(3,3),(5,8),(5,7)}

  • Correlation coefficient (4 points):
  • Regression line (4 points):

 

Probability homework help

IE 3301 PROJECT
Fall 2020
Due Wednesday, December 2 by 11:59pm via Canvas
 
 
Project submission is individual and should not be shared with other classmates. Any form of copying and pasting from other sources and projects will be reported to the UT Arlington Office of Student Conduct.
 
Aim: The overall aim of these projects is to analyze real-world data.  The specific objectives are:
 

  1. To sample two sets of data from the real-world.
  2. To summarize each set of data statistically.
  3. To perform statistical chi-square tests on each set of data.
  4. To describe the above steps, data, and results in a report.

 
On the cover of each Project Part report, please transcribe the following statement:
 
“I _________________ did not give or receive any assistance on this project, and the report submitted is wholly my own.”
 
Write your name in the blank and sign below it. You may use an electronic signature, such as Adobe Sign.
 
Tasks for Part 1
 
Data Collection: Students will collect two sets of data from the real world. Set 1 will be collected from a large number of observations (at least 100) for a continuous random variable from a population that is suspected to be Normally distributed. Examples of such data include the body weight of adult males, the circumferences of oranges, the extension length of rubber bands at the point at which they burst, etc. Set 2 will be the inter-arrival time of a sequence of 100 or more events.  First, record the actual clock time (to the nearest second, e.g. 2:43:18pm) of each of at least 100 consecutive events, such as the actual time that a customer enters the post office. Then, determine the interval between occurrences by taking the difference between successive event times.  Consequently, Set 2 will comprise of at least 99 inter-arrival times. You may use ‘second’ as a unit of time.
 
Descriptive Statistics: For both Sets 1 and 2, use software to do the following:

  • Calculate the sample mean and sample standard deviation.
  • Calculate the quartiles Q1, Q2, and Q3.
  • Construct a box-and-whisker plot.
  • Construct a frequency table.
  • Construct a frequency histogram.

 
Report: The project report is to be typewritten in clear English with complete sentences. Be sure to define all notations and include descriptions of all tables and figures in the text.  To improve your writing, you should consider taking your report to the UTA Writing Center. Your report should include a cover page, the following sections, and two appendices:

  1. Data. Describe the data collection process for Sets 1 and 2 with enough detail that the reader could replicate the process.  Appendices I and II should include tables of your raw data for Sets 1 and 2, respectively.  The raw data for Set 2 should consist of the recorded actual clock times.
  2. Descriptive Statistics: Include and explain your descriptive statistics analysis. Interpret the results of the analysis using your data application topic.  Does Set 1 appear to follow a Normal Distribution?  Does Set 2 appear to follow an Exponential Distribution?

 
 
Tasks for Part II
 
Chi-Square Goodness-of-Fit Test: Using a Chi-Square Goodness of Fit Test with a significance level of 0.05, test the hypothesis that Set 1 is sampled from a Normal Distribution with a population mean equal to the sample mean and a population standard deviation equal to the sample standard deviation. Similarly, test the hypothesis with a significance level of 0.05 that Set 2 is sampled from an Exponential Distribution with a population mean equal to the sample mean. For each test, start with the data classes from your histogram and merge them to ensure each class has a sufficient number of observations. Then, for each data class, calculate the following:

  • Numbers of observations in the data.
  • Class probability.
  • Class expected value.
  • Chi-square component values.

Finally, for each test, calculate the chi-square value, describe the degrees of freedom, and explain your conclusion.
 
EXAMPLE SETUP

Class Observed Frequency (oi) Class Probability Expected Frequency (ei) c2 Class Component
X ≤ 2 Count observations based on your collected data. Calculate using the assumed probability distribution. For each class, take its probability and multiply by n.
2 < X ≤ 7
7 < X ≤ 12
X > 12
Total n 1.0 n c2 statistic

 
Report: The project report is to be typewritten in clear English with complete sentences. Be sure to define all notations and include descriptions of all tables and figures in the text.  To improve your writing, you should consider taking your report to the UTA Writing Center. Your report should include a cover page and the following additional section:
Goodness-of-Fit Tests: Describe the chi-square tests with tables for the calculated values and clearly stated conclusions.  Show the Excel formulas for your table calculations in an Appendix.