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Learn how to test statistical hypotheses through well conceived lessons and fully solved numerous exercises with ease.

(1) Introduction to testing statistical hypotheses concepts

  • Start here first: Welcome to class and files to be downloaded
  • Introduction to testing statistical hypotheses for one sample
  • Null and Alternative Hypotheses
  • Identifying the null and the alternative hypothesis in problems
  • Technical concepts definitions about testing statistical hypotheses
  • Examples of Type I and II errors
  • Understand the steps for testing statistical hypotheses
  • Large sample test of hypothesis about the population mean – one tail test
  • Large sample test of hypothesis about the population mean – Two-tailed test
  • Small sample size tests of hypotheses about the population mean
  • Testing statistical hypotheses about the population proportion for one sample
  • Basic concepts of the chi square test for testing hypotheses about variances
  • Testing hypotheses about the population variance – Left and Right tailed test
  • Testing hypotheses about the population variance – Two tailed test
  • Testing hypotheses using P-values methods
  • Relationship between confidence intervals and hypotheses test
  • Conclusion and next steps

(2) Testing hypotheses about the population mean for one sample

  • Start here first: Welcome to class and files to be downloaded
  • Introduction to testing statistical hypotheses for one sample
  • Null and Alternative Hypotheses
  • Identifying the null and the alternative hypothesis in problems
  • Technical concepts definitions about testing statistical hypotheses
  • Examples of Type I and II errors
  • Understand the steps for testing statistical hypotheses
  • Large sample test of hypothesis about the population mean – one tail test
  • Large sample test of hypothesis about the population mean – Two-tailed test
  • Small sample size tests of hypotheses about the population mean
  • Testing statistical hypotheses about the population proportion for one sample
  • Basic concepts of the chi square test for testing hypotheses about variances
  • Testing hypotheses about the population variance – Left and Right tailed test
  • Testing hypotheses about the population variance – Two tailed test
  • Testing hypotheses using P-values methods
  • Relationship between confidence intervals and hypotheses test
  • Conclusion and next steps

(3) Testing statistical hypotheses about the population proportion for one sample

  • Start here first: Welcome to class and files to be downloaded
  • Introduction to testing statistical hypotheses for one sample
  • Null and Alternative Hypotheses
  • Identifying the null and the alternative hypothesis in problems
  • Technical concepts definitions about testing statistical hypotheses
  • Examples of Type I and II errors
  • Understand the steps for testing statistical hypotheses
  • Large sample test of hypothesis about the population mean – one tail test
  • Large sample test of hypothesis about the population mean – Two-tailed test
  • Small sample size tests of hypotheses about the population mean
  • Testing statistical hypotheses about the population proportion for one sample
  • Basic concepts of the chi square test for testing hypotheses about variances
  • Testing hypotheses about the population variance – Left and Right tailed test
  • Testing hypotheses about the population variance – Two tailed test
  • Testing hypotheses using P-values methods
  • Relationship between confidence intervals and hypotheses test
  • Conclusion and next steps

(4) Testing statistical hypotheses about the population variance for one sample

  • Start here first: Welcome to class and files to be downloaded
  • Introduction to testing statistical hypotheses for one sample
  • Null and Alternative Hypotheses
  • Identifying the null and the alternative hypothesis in problems
  • Technical concepts definitions about testing statistical hypotheses
  • Examples of Type I and II errors
  • Understand the steps for testing statistical hypotheses
  • Large sample test of hypothesis about the population mean – one tail test
  • Large sample test of hypothesis about the population mean – Two-tailed test
  • Small sample size tests of hypotheses about the population mean
  • Testing statistical hypotheses about the population proportion for one sample
  • Basic concepts of the chi square test for testing hypotheses about variances
  • Testing hypotheses about the population variance – Left and Right tailed test
  • Testing hypotheses about the population variance – Two tailed test
  • Testing hypotheses using P-values methods
  • Relationship between confidence intervals and hypotheses test
  • Conclusion and next steps

(5) Testing hypotheses using P-values methods

  • Start here first: Welcome to class and files to be downloaded
  • Introduction to testing statistical hypotheses for one sample
  • Null and Alternative Hypotheses
  • Identifying the null and the alternative hypothesis in problems
  • Technical concepts definitions about testing statistical hypotheses
  • Examples of Type I and II errors
  • Understand the steps for testing statistical hypotheses
  • Large sample test of hypothesis about the population mean – one tail test
  • Large sample test of hypothesis about the population mean – Two-tailed test
  • Small sample size tests of hypotheses about the population mean
  • Testing statistical hypotheses about the population proportion for one sample
  • Basic concepts of the chi square test for testing hypotheses about variances
  • Testing hypotheses about the population variance – Left and Right tailed test
  • Testing hypotheses about the population variance – Two tailed test
  • Testing hypotheses using P-values methods
  • Relationship between confidence intervals and hypotheses test
  • Conclusion and next steps

(6) Relationship between confidence intervals and hypotheses test

  • Start here first: Welcome to class and files to be downloaded
  • Introduction to testing statistical hypotheses for one sample
  • Null and Alternative Hypotheses
  • Identifying the null and the alternative hypothesis in problems
  • Technical concepts definitions about testing statistical hypotheses
  • Examples of Type I and II errors
  • Understand the steps for testing statistical hypotheses
  • Large sample test of hypothesis about the population mean – one tail test
  • Large sample test of hypothesis about the population mean – Two-tailed test
  • Small sample size tests of hypotheses about the population mean
  • Testing statistical hypotheses about the population proportion for one sample
  • Basic concepts of the chi square test for testing hypotheses about variances
  • Testing hypotheses about the population variance – Left and Right tailed test
  • Testing hypotheses about the population variance – Two tailed test
  • Testing hypotheses using P-values methods
  • Relationship between confidence intervals and hypotheses test
  • Conclusion and next steps

(7) Conclusion for the course

  • Start here first: Welcome to class and files to be downloaded
  • Introduction to testing statistical hypotheses for one sample
  • Null and Alternative Hypotheses
  • Identifying the null and the alternative hypothesis in problems
  • Technical concepts definitions about testing statistical hypotheses
  • Examples of Type I and II errors
  • Understand the steps for testing statistical hypotheses
  • Large sample test of hypothesis about the population mean – one tail test
  • Large sample test of hypothesis about the population mean – Two-tailed test
  • Small sample size tests of hypotheses about the population mean
  • Testing statistical hypotheses about the population proportion for one sample
  • Basic concepts of the chi square test for testing hypotheses about variances
  • Testing hypotheses about the population variance – Left and Right tailed test
  • Testing hypotheses about the population variance – Two tailed test
  • Testing hypotheses using P-values methods
  • Relationship between confidence intervals and hypotheses test
  • Conclusion and next steps

Visit Hypothesis testing in college level statistics – Part 1- (Udemy) to read more...

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