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TOOLS

Minimum and maximum proportion

frequency distribution for the data.

Based on the frequency distribution, develop a histogram

relative frequency distribution

Construct a line chart showing the data

Determine P-value

Calculate the numerical value of the test statistic

Conduct the appropriate hypothesis test using a = 0.05 (You can mention this somewhere, just a small example )

Calculate the variance

z test/ t-test/chi-square test

ANOVA

Correlation

Regression

Model Building

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Make sure your submissions are clearly separated with sections below and these sections belong to the correct reports.

Solution Data constitutes of three parts:

  • In Problem Statement

o Please improve the problem introduction: Add more details and critical thinking. Answer questions about why, who, where, when, etc…

o   The Objective of the study. Please improve and provide the reason for working on this study.

 

  • In Analyst Statement:

o    Discuss statistical tools and methods to use.

o    Clearly justify why you selected these tools and methods.

o    Add the process or steps of these statistical methods.

  • In Solution, you can summarize your findings and provide some charts and tables.

o    Summarize your analysis, your tools, and techniques

o    The Decision to the given problem and how you reached that decision

o    Why your decision is the best option for addressing the given problem

 

Statistical Report has two important sections: Data description and Statistical Analysis

  • Improve your Data description part, describe your data with more critical thinking
  • Statistical Analysis: apply the rest of the appropriate tools you learned to the data (eg. descriptive statistics, z test/ t-test/chi-square test, ANOVA, Correlation, Regression, and Model Building, etc…). Provide graphs, tables, any kind of visualization.

 

 

 

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