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[ FreeCourseWeb com ] Udemy - Data science tools - Statistical Hypothesis Testing-1
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1. Introduction
1. 1.1-Introduction to the course.mp4
1. 1.1-Introduction to the course.srt
1.1 1.4-Learning outcomes of the course.pdf
2. 1.2-Insrtructor.mp4
2. 1.2-Insrtructor.srt
3. 1.3-what is statistical hypothesis testing.mp4
3. 1.3-what is statistical hypothesis testing.srt
4. 1.4-Learning outcomes of the course.html
4.1 1.4-Learning outcomes of the course.pdf
10. Bonus lecture
1. Bonus lecture.mp4
1. Bonus lecture.srt
2. Binomial distribution.mp4
2. Binomial distribution.srt
2. Definition and basic terminologies
1. 2.1-defination of statistical hypothesis.mp4
1. 2.1-defination of statistical hypothesis.srt
1.1 notes-sec-2-defination and basic terminologies.pdf
10. 2.10-conditions for hypothesis test.mp4
10. 2.10-conditions for hypothesis test.srt
11. Sec2.html
2. 2.2-Steps of hypothesis testing null hypothesis and alternative hypothesis.mp4
2. 2.2-Steps of hypothesis testing null hypothesis and alternative hypothesis.srt
3. 2.3-Continue-Steps of hypothesis testing-more-steps.mp4
3. 2.3-Continue-Steps of hypothesis testing-more-steps.srt
4. 2.4-Criteria of a hypothesis-test-type-I and type-II errors.mp4
4. 2.4-Criteria of a hypothesis-test-type-I and type-II errors.srt
5. 2.5-Example-type-I and type-II errors.mp4
5. 2.5-Example-type-I and type-II errors.srt
6. 2.6-Statistical significant.mp4
6. 2.6-Statistical significant.srt
7. 2.7-Understanding p-value.mp4
7. 2.7-Understanding p-value.srt
8. 2.8-p-value example.mp4
8. 2.8-p-value example.srt
9. 2.9-type of statistical tests.mp4
9. 2.9-type of statistical tests.srt
3. z-test or normal test for one sample mean
1. 3.0-Normal distribution.mp4
1. 3.0-Normal distribution.srt
1.1 sec-3.0-normal distribution.pdf
2. 3.1-introduction-z-normal-test-.mp4
2. 3.1-introduction-z-normal-test-.srt
2.1 sec-3-z-test-onesample-mean.pdf
3. 3.2-One Sample z-Test for the Population Mean-basics.mp4
3. 3.2-One Sample z-Test for the Population Mean-basics.srt
4. 3.3-One Sample z-Test-Population Mean-TwoTailedexample-1.mp4
4. 3.3-One Sample z-Test-Population Mean-TwoTailedexample-1.srt
5. 3.4-One Sample z-Test-Population Mean--OneTailed-example-2.mp4
5. 3.4-One Sample z-Test-Population Mean--OneTailed-example-2.srt
6. 3.5-One Sample z-Test-Population Mean-More-examples.mp4
6. 3.5-One Sample z-Test-Population Mean-More-examples.srt
7. Assignment-practice-z-test-one-sample-mean.html
4. One Sample z-test for sample proportion
1. 4.1-One Sample z-test-proportion-TwoTailed-example1.mp4
1. 4.1-One Sample z-test-proportion-TwoTailed-example1.srt
1.1 sec4-notes-z-test_-one-sample-proportion.pdf
2. 4.2-p-value-z-test-proportion-TwoTailed-example1-continue.mp4
2. 4.2-p-value-z-test-proportion-TwoTailed-example1-continue.srt
3. 4.3-One Sample z-test-proportion-more-examples.mp4
3. 4.3-One Sample z-test-proportion-more-examples.srt
5. z-test for two samples mean and proportion
1. 5.1-z-test-two-samples-mean-two-tailed.mp4
1. 5.1-z-test-two-samples-mean-two-tailed.srt
1.1 sec5-notes-z-test-two-samples-mean-proportion.pdf
2. 5.2-z-test-two-samples-proportion-two-tailed.mp4
2. 5.2-z-test-two-samples-proportion-two-tailed.srt
3. Assignment-sec5-z-test-two-sample-mean and proportion.html
6. t-test-one-sample-mean
1. 6.1-t-test-basics-conditions.mp4
1. 6.1-t-test-basics-conditions.srt
1.1 notes-sec6 . t-test_Statistical Hypothesis-one-sample.pdf
2. 6.2-t-test-one-sample-mean-two-tailed.mp4
2. 6.2-t-test-one-sample-mean-two-tailed.srt
3. 6.3-continue-t-test-one-sample-mean-two-tailed-p-value.mp4
3. 6.3-continue-t-test-one-sample-mean-two-tailed-p-value.srt
4. 6.4-t-test-one-sample-mean-one-tailed.mp4
4. 6.4-t-test-one-sample-mean-one-tailed.srt
7. t-test for two samples means
1. (7.1) t-test-two-samples-independent-basics.mp4
1. (7.1) t-test-two-samples-independent-basics.srt
1.1 notes-sec-7-t-test-two-samples.pdf
2. 7.2-t-test-two-samples-independent-example.mp4
2. 7.2-t-test-two-samples-independent-example.srt
3. 7.3-t-test-two-samples-paired-basics.mp4
3. 7.3-t-test-two-samples-paired-basics.srt
4. 7.4-t-test-two-samples-paired-example.mp4
4. 7.4-t-test-two-samples-paired-example.srt
8. Chi-square test of goodness-of-fit and independence
1. 8.1-chi-square-test-basics.mp4
1. 8.1-chi-square-test-basics.srt
1.1 notes-sec8-chi_square_test.pdf
2. 8.2-chi-square-goodness-of-fit-example-1.mp4
2. 8.2-chi-square-goodness-of-fit-example-1.srt
3. 8.3-chi-square-goodness-of-fit-more-examples.mp4
3. 8.3-chi-square-goodness-of-fit-more-examples.srt
4. 8.4-chi-square-test-of-independence-example-1.mp4
4. 8.4-chi-square-test-of-independence-example-1.srt
5. 8.5-chi-square-test-of-independence-example-2.mp4
5. 8.5-chi-square-test-of-independence-example-2.srt
9. Analysis of variance (ANOVA)
1. 9.1-introduction-ANOVA-basics.mp4
1. 9.1-introduction-ANOVA-basics.srt
1.1 notes-sec9- ANOVA-test.pdf
2. 9.2-ANOVA-oneway-example-1.mp4
2. 9.2-ANOVA-oneway-example-1.srt
3. 9.3-ANOVA-oneway-more-examples.mp4
3. 9.3-ANOVA-oneway-more-examples.srt
Bonus Resources.txt
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