Category: Statistics

  • Forum: Week 6 Discussion: Excel and Linear Regression

    Please provide an answer that is 100% original and do not copy the answer to this question from any other website since I am already well aware of this. I will be sure to check this.

    Please be sure that the answer comes up with way less than 18% on Studypool’s internal plagiarism checker since anything above this is not acceptable according to Studypool’s standards. I will not accept answers that are above this standard.

    No AI or Chatbot! I will be sure to check this.

    In this discussion we will practice using Excel to analyze data.

    For your last name group listed below, download data in the associated spreadsheet.

    • Group#1 Your last name starts with letter A E
    • Group#2 Your last name starts with letter F L
    • Group#3 Your last name starts with letter M S
    • Group#4 Your last name starts with letter T Z
    1. For your initial Post:
      1. Create a scatterplot with the linear regression equation displayed within Excel. State what the regression equation is within your written post.
      2. Define your input and output variables. What do each of the variables in your equation represent in the context of this scenario?
      3. State the value of the correlation coefficient (round to four decimal places). Interpret the meaning of this value within the context of this scenario.
      4. State the value of the coefficient of determination (round to four decimal places). Interpret the meaning of this value within the context of this scenario.
      5. State the interval of ages for which this linear regression equation is appropriate.
      6. Attach your Excel file to your post. Be sure that all required work is written in the text box for the discussion post.

    Requirements: Please Be Sure to Carefully Follow the Instructions Times New Roman Size 12 Font Double-Spaced APA Format Excluding the Title and Reference Pages | .doc file

    Please provide an answer that is 100% original and do not copy the answer to this question from any other website since I am already well aware of this. I will be sure to check this.

    Please be sure that the answer comes up with way less than 18% on Studypool’s internal plagiarism checker since anything above this is not acceptable according to Studypool’s standards. I will not accept answers that are above this standard.

    No AI or Chatbot! I will be sure to check this.

    Please be sure to carefully follow the instructions.

    No plagiarism & No Course Hero & No Chegg. The assignment will be checked for originality via the Turnitin plagiarism tool.

    Requirements: Please Be Sure to Carefully Follow the Instructions Times New Roman Size 12 Font Double-Spaced APA Format Excluding the Title and Reference Pages | .doc file

  • WWCC Project Data

    What determines a diamonds price? Do larger diamonds cost more? Does color affect price?

    For this assignment, you will explore the various characteristics of diamonds to uncover how certain features relate to the price. You will be using the Diamonds data set with the following variables:

    Price price in U.S. dollars

    Carat weight of diamond

    Cut quality of cut (Fair, Good, Very Good, Premium, Ideal)

    Color from J (worst) to D (best)

    • Using StatCrunch, explore the quantitative variables carat and price. Calculate summary statistics and construct a histogram for each variable. Use your findings to describe each distribution (carat, price) making sure you include information about the shape, center, and spread as well as any outliers that may be present. Be sure to consider what the shape suggests in the context of the variable. Decide whether the mean or the median is a better measure of center and why for both price and carat.
    • Using StatCrunch, find the proportion of diamonds in this data set of each color. What is the most common and least common color in this set?
    • Using StatCrunch, construct side-by-side boxplots for price across levels of cut. Compare shape, center, and spread across the groups. Identify which group has the highest variability and whether there are notable differences in medians or outliers. Interpret your findings in context.
    • Repeat the process above for price across levels of color
    • Summarize and reflect on your findings from this analysis. Include things like the typical size and cost of a diamond and make comparisons between groups, noting any relationships or patterns that emerged. What did you find most interesting or surprising?
    • Based on your analysis, what insights would guide your decision if you were shopping for a diamond? What factors would you prioritize, and why?

    Your final submission should be typed in a Word document and include the following components presented in paragraph form. StatCrunch graphs and tables that support your findings should be cut and pasted into the document.

    • Describe the distribution of both weight (carat) and price of the diamonds in the set including shape, center, spread, and any extreme values. Discuss the shape in the context of the variable and determine whether the mean or the median is the better measure of center for each variable and how you made that determination.
    • Give the most and least common colors and respective proportions.
    • Provide the side-by-side boxplots for price across levels of cut and report your findings. Be sure you interpret in context and using plain language.
    • Provide the side-by-side boxplots for price across levels of color and report your findings. Be sure you interpret in context and using plain language.
    • Summary and reflection Include things like the typical size and cost of a diamond and make comparisons between groups, noting any relationships or patterns that emerged. What did you find most interesting or surprising?
    • Analysis – what insights would guide your decision if you were shopping for a diamond? What factors would you prioritize, and why?

    You would need my statcrunch log in to complete the assignment.

  • statistics

    please refer to the excel for data. read and answer carefully.

    Attached Files (PDF/DOCX): statistics.pdf

    Note: Content extraction from these files is restricted, please review them manually.

  • Forum: Week 6 Discussion: Excel and Linear Regression

    In this discussion we will practice using Excel to analyze data.

    For your last name group listed below, download data in the associated spreadsheet.

    • Group#1 Your last name starts with letter A E
    • Group#2 Your last name starts with letter F L
    • Group#3 Your last name starts with letter M S
    • Group#4 Your last name starts with letter T Z
    1. For your initial Post:
      1. Create a scatterplot with the linear regression equation displayed within Excel. State what the regression equation is within your written post.
      2. Define your input and output variables. What do each of the variables in your equation represent in the context of this scenario?
      3. State the value of the correlation coefficient (round to four decimal places). Interpret the meaning of this value within the context of this scenario.
      4. State the value of the coefficient of determination (round to four decimal places). Interpret the meaning of this value within the context of this scenario.
      5. State the interval of ages for which this linear regression equation is appropriate.
      6. Attach your Excel file to your post. Be sure that all required work is written in the text box for the discussion post.

    Requirements: just answer A-F

  • Hi pleas Ineed help for my homework

    This is the first of several mini-labs designed to teach you how to use StatCrunch. Later in the course, you will work on more complex labs where you will apply the StatCrunch skills you learned in these early mini-labs.


    Progress Check

    Use this activity to assess whether you and your peers can:

    • Select an appropriate bin width for a histogram and explain your choice.
    • Use a histogram to describe the shape, center, and spread of a distribution of data.

    Directions

    Use the drop-down menu to learn about the three steps needed to complete this assignment.

    Three steps to complete the assignment

    Step 1: Review the Rubric

    • Before you submit your work, review the rubric at the bottom of this assignment.
    • Use the rubric as a checklist to determine whether you are ready to submit your work.

    Step 2: First Draft

    • Commit a good-faith effort to address each item in the Prompt section below.
    • Please be sure to number your responses and include “white space” between problem numbers. This improves the readability and flow of your work. I cannot give feedback and grade jumbled work.
    • Use either of the following options to submit your work.
      OPTION 1: You can submit a text-entry assignment (i.e. typing your answers in Canvas). To learn how to submit a text-entry assignment, use these (opens in a new tab).
      OPTION 2: You can upload your paper-and-pencil work (or the digital equivalent). To learn how to upload your paper-and-pencil work, use these (opens in a new tab). WARNING – some file types may not be visible on my end. So to learn which files you can upload, be sure to use the directions link I provided for this option.
    • Not ready to submit a good-faith effort yet? Avoid frustration – use the link to the Questions, Answers, & Tips discussion board (at the bottom of this page) to post questions about this assignment (or visit the discussion board to answer your classmates’ questions). You can also contact me directly (see the homepage for my contact information).

    Step 3: Optional Final Draft

    • After you submit your good-faith attempt to fully respond to the questions in the Prompt section below, advance to the ANSWER(S) page.
    • You can use the ANSWER(S) page to correct your work and resubmit this assignment any time before I begin grading the problems. However, to earn full credit, you are not required to submit a final draft for this assignment. But if you do submit a final draft, I will only grade it if you submitted a good-faith effort on your first draft.
    • Warning – I will only grade your most recent submission. So if you choose to submit a final draft, please do not leave anything out, and please do not direct me to read an earlier submission. To maximize your score, your most recent submission (at the time I begin grading) must be complete.

    Context

    We will use our unique IAT data sets to learn how to create a histogram using StatCrunch. We will also practice what we’ve learned about describing a histogram. We are interested in describing the distribution of IAT participants’ ages when they took the IAT test.


    Data

    All directions in this assignment open in a new tab.

    • Login and open StatCrunch ().
    • Open your IAT sample data set in StatCrunch ().
    • Create a histogram of the ages of the IAT participants ().
    • Download the StatCrunch output window, your histogram ().

    Prompt

    In your initial post, respond to the following prompt. But first, be sure to complete the work in the Data section above.

    Question 1

    Describe the distribution of IAT participants’ ages in your sample. Your description should include: shape, center, spread, a typical interval of representative ages, and any apparent outliers (unusual ages). Be sure to embed your histogram in the textbox along with your response – and include the Alt Text (). Please do not submit your histogram as an attachment.

    Question 2

    Create a second histogram for the distribution of ages, and adjust the bin width (). Try both smaller and larger bin widths. Choose a bin width so that your second histogram does not look like the first. Also, embed your second histogram in the textbox with your response. Indicate which histogram is better for analyzing the data (your first embedded histogram or your second). Explain why.

    Question 3

    Your random sample was obtained from the population of participants for your chosen IAT data set. Based on the histogram from your random sample, how would you describe the population of participants for your chosen IAT data set? Do you think the IAT population is similar to the U.S. population?


    List of StatCrunch Directions

    Click here for StatCrunch Directions

    Each link will open in a new window. To return to this assignment, either close the new tab or select the tab for this assignment.

    • (You only need to do this once.)
    • (open your random sample)
    • (no screenshots; please use these directions)
    • (no attachments; please use these directions)

    Here is a PDF document with all .


    Module 7 Discussion Board

    Use the Module 7 (opens in a new tab) to ask questions or provide feedback about the problems in any Module 7 activity – including this peer-reviewed assignment.


    Review Feedback

    • Instructor feedback is only available after an assignment is graded.
    • Use these (opens in a new tab) to learn how to review feedback.

    Click the “Next” or > button to continue.

    Content by Cuyamaca College math faculty and licensed under the .

    Rubric

    Formative Assessments w/ StatCrunch

    Formative Assessments w/ StatCrunch

    Criteria Ratings Pts

    This criterion is linked to a Learning OutcomeAnswering the Prompt

    8 ptsFull CreditThe first submission demonstrates a good-faith effort to address each part of the Prompt. Either in the first draft or the optional final draft, all parts of the “Prompt” are addressed and the responses demonstrate attainment of the learning objectives in the “Progress Check” section of the assignment. The answers are correct. The writing/work is clear. The explanation/work is reasonable, well-organized, and easy to follow.6.5 ptsMostly CorrectThe first submission demonstrates a good-faith effort to address most of the Prompt. In the optional final draft all parts of the “Prompt” are addressed, and the responses demonstrate attainment of the learning objectives in the “Progress Check” section of the assignment. The answers are mostly correct. The writing/work is clear. The explanation/work is reasonable, well-organized, and easy to follow.

    3.5 ptsOne or more incorrectThe first submission demonstrates a good-faith effort to respond to a smaller portion of the Prompt. In the first draft or the optional final draft, one or more parts of the “Prompt” are not addressed or are incorrect. Or, answers do not demonstrate attainment of the learning objectives in the “Progress Check” section of the assignment. Or, answers are correct, but the writing/work is unclear, incorrect, or difficult to follow.0 ptsNo MarksThe first submission does not demonstrate a good-faith effort to address the Prompt.

    8 pts

    This criterion is linked to a Learning OutcomeStatCrunch

    2 ptsFull CreditStatCrunch graphs and/or tables are correct and embedded with your work.1 ptsPartial CreditStatCrunch graphs and/or tables are incorrect or missing important information.

    0 ptsNo CreditNo StatCrunch information is embedded with your post. Or all StatCrunch work is incorrect.

    2 pts

    Total Points: 10

    Requirements: 10 h

  • Correlation and Coefficients Assignments

    Open the “ACT Results for Juniors” Excel sheet found in this module. Then calculate the the appropriate correlation coefficients in the given boxes, using an Excel function. Submit the assignment here. You only have 1 attempt. 10pts per correct answer. You may use the video provided in the Resources section as a guide.
  • Calculating Means Spreadsheet

    Calculating Means Spreadsheet

    Requirements: 4 hours

  • Testing Hypothesis

    In this assignment, you will test for a significant difference between the average resting heart rate of males and the average resting heart rate of females in your heart rate data. You have observed that the mean rates are not exactly the same, but are they significantly different? You may use either of the two methods for testing a hypothesis illustrated in Realizeit: compare the two confidence intervals or use the data analysis tool to run a two-sample test with unequal variances, as shown in the topic of testing two samples. Steps Write the null hypotheses being tested. Run the analysis either by using data analysis and the two-sample test or by comparing the two confidence intervals. Interpret your data to determine if the resting male heart rate is the same as the resting female heart rate. Remember, you are looking for whether the difference is a significant one, not just whether they are not the same. Additional Instructions: Your assignment should be typed into a Word or other word-processing document, formatted in APA style. The assignments must include Running head A title page with Assignment name Your name Professors name Course Estimated time to complete: 3 hours
  • Hi pleas I need helpe for my homework

    Progress Check

    Use this activity to assess whether you and your peers can:

    • Describe the shape for a distribution of a quantitative variable.
    • Describe the center for a distribution of a quantitative variable.
    • Describe the spread for a distribution of a quantitative variable.
    • Use dotplots to compare shape, center, and spread in the distribution of a quantitative variable for two groups of individuals.

    Directions

    Use the drop-down menu to learn about the three steps needed to complete this assignment.

    Three steps to complete the assignment

    Step 1: Review the Rubric

    • Before you submit your work, review the rubric at the bottom of this assignment.
    • Use the rubric as a checklist to determine whether you are ready to submit your work.

    Step 2: First Draft

    • Commit a good-faith effort to address each item in the Prompt section below.
    • Please be sure to number your responses and include “white space” between problem numbers. This improves the readability and flow of your work. I cannot give feedback and grade jumbled work.
    • Use either of the following options to submit your work.
      OPTION 1: You can submit a text-entry assignment (i.e. typing your answers in Canvas). To learn how to submit a text-entry assignment, use these (opens in a new tab).
      OPTION 2: You can upload your paper-and-pencil work (or the digital equivalent). To learn how to upload your paper-and-pencil work, use these (opens in a new tab). WARNING – some file types may not be visible on my end. So to learn which files you can upload, be sure to use the directions link I provided for this option.
    • Not ready to submit a good-faith effort yet? Avoid frustration – use the link to the Questions, Answers, & Tips discussion board (at the bottom of this page) to post questions about this assignment (or visit the discussion board to answer your classmates’ questions). You can also contact me directly (see the homepage for my contact information).

    Step 3: Optional Final Draft

    • After you submit your good-faith attempt to fully respond to the questions in the Prompt section below, advance to the ANSWER(S) page.
    • You can use the ANSWER(S) page to correct your work and resubmit this assignment any time before I begin grading the problems. However, to earn full credit, you are not required to submit a final draft for this assignment. But if you do submit a final draft, I will only grade it if you submitted a good-faith effort on your first draft.
    • Warning – I will only grade your most recent submission. So if you choose to submit a final draft, please do not leave anything out, and please do not direct me to read an earlier submission. To maximize your score, your most recent submission (at the time I begin grading) must be complete.

    Prompt

    Use descriptions of shape, center, and spread to compare the distribution of calories in adult and child cereals. (Not sure how to submit a text-entry assignment in Canvas? Here are the .)

    Stacked dotplots (child cereals, adult cereals)


    Canvas Tutorials


    Module 7 Discussion Board

    Use the Module 7 (opens in a new tab) to ask questions or provide feedback about the problems in any Module 7 activity – including this peer-reviewed assignment.


    Review Feedback

    • Instructor feedback is only available after an assignment is graded.
    • Use these (opens in a new tab) to learn how to review feedback.

    Click the “Next” or > button to continue.

    Content by Cuyamaca College math faculty and licensed under the .

    Rubric

    Formative Assessments

    Formative Assessments

    Criteria Ratings Pts

    This criterion is linked to a Learning OutcomeAnswering the Prompt

    10 ptsFull CreditThe first submission demonstrates a good-faith effort to address each part of the Prompt. Either in the first draft or the optional final draft, all parts of the “Prompt” are addressed and the responses demonstrate attainment of the learning objectives in the “Progress Check” section of the assignment. The answers are correct. The writing/work is clear. The explanation/work is reasonable, well-organized, and easy to follow.8.5 ptsMostly CorrectThe first submission demonstrates a good-faith effort to address most of the Prompt. In the optional final draft all parts of the “Prompt” are addressed, and the responses demonstrate attainment of the learning objectives in the “Progress Check” section of the assignment. The answers are mostly correct. The writing/work is clear. The explanation/work is reasonable, well-organized, and easy to follow.

    6 ptsOne or more incorrectThe first submission demonstrates a good-faith effort to respond to a smaller portion of the Prompt. In the first draft or the optional final draft, one or more parts of the “Prompt” are not addressed or are incorrect. Or, answers do not demonstrate attainment of the learning objectives in the “Progress Check” section of the assignment. Or, answers are correct, but the writing/work is unclear, incorrect, or difficult to follow.0 ptsNo MarksThe first submission does not demonstrate a good-faith effort to address the Prompt.

    10 pts

    Total Points: 10

    Requirements: 15 h

  • Statistical Learning I

    FINISH ALL QUESTIONS

    Requirements: normal