Statistics are everywhere, in every industry, but they're a must for anyone working in data science, business, or business analytics. If you're in one of these specialized fields, chances are you need an advanced understanding of statistics. Complete your mastery in this course, part four in our Statistics Foundations series. Eddie Davila covers concepts such as small sample sizes, t-distribution, degrees of freedom, and more. This advanced skills training moves learners into the practical study and application of experimental design, analysis of variance (ANOVA), two-population comparisons, and regression analysis. Use these lessons to go beyond the basics and dive deeper into the specific factors that influence your own calculations and results.

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~Get Your Files Here !/01 - Introduction/01 - The power of advanced statistics.mp4

40.1 MB

~Get Your Files Here !/01 - Introduction/01 - The power of advanced statistics.mp4.jpg

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~Get Your Files Here !/01 - Introduction/01 - The power of advanced statistics.srt

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~Get Your Files Here !/02 - 1. Comparing Two Populations Proportions/01 - Explanation of two population comparisons.mp4

47.2 MB

~Get Your Files Here !/02 - 1. Comparing Two Populations Proportions/01 - Explanation of two population comparisons.srt

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~Get Your Files Here !/02 - 1. Comparing Two Populations Proportions/02 - Two population Confidence interval example.mp4

121.2 MB

~Get Your Files Here !/02 - 1. Comparing Two Populations Proportions/02 - Two population Confidence interval example.srt

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~Get Your Files Here !/02 - 1. Comparing Two Populations Proportions/03 - Two population Hypothesis test example.mp4

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~Get Your Files Here !/02 - 1. Comparing Two Populations Proportions/03 - Two population Hypothesis test example.srt

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~Get Your Files Here !/03 - 2. Comparing Two Populations Means/01 - Explanation of two population mean comparisons.mp4

58 MB

~Get Your Files Here !/03 - 2. Comparing Two Populations Means/01 - Explanation of two population mean comparisons.srt

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~Get Your Files Here !/03 - 2. Comparing Two Populations Means/02 - Visualization Re-randomizing.mp4

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~Get Your Files Here !/03 - 2. Comparing Two Populations Means/02 - Visualization Re-randomizing.srt

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~Get Your Files Here !/03 - 2. Comparing Two Populations Means/03 - Two population means Confidence interval example.mp4

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~Get Your Files Here !/03 - 2. Comparing Two Populations Means/03 - Two population means Confidence interval example.srt

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~Get Your Files Here !/03 - 2. Comparing Two Populations Means/04 - Two population means Hypothesis test example.mp4

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~Get Your Files Here !/03 - 2. Comparing Two Populations Means/04 - Two population means Hypothesis test example.srt

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~Get Your Files Here !/04 - 3. T-Tests/01 - T-distribution vs. z-distribution.mp4

63 MB

~Get Your Files Here !/04 - 3. T-Tests/01 - T-distribution vs. z-distribution.srt

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~Get Your Files Here !/04 - 3. T-Tests/02 - T-score tables and degrees of freedom.mp4

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~Get Your Files Here !/04 - 3. T-Tests/02 - T-score tables and degrees of freedom.srt

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~Get Your Files Here !/04 - 3. T-Tests/03 - Use T-scores to develop confidence intervals.mp4

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~Get Your Files Here !/04 - 3. T-Tests/03 - Use T-scores to develop confidence intervals.srt

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~Get Your Files Here !/05 - 4. ANOVA Analysis of Variance/01 - ANOVA What is analysis of variance.mp4

86.7 MB

~Get Your Files Here !/05 - 4. ANOVA Analysis of Variance/01 - ANOVA What is analysis of variance.srt

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~Get Your Files Here !/05 - 4. ANOVA Analysis of Variance/02 - One-way ANOVA and the sum of squares total (SST).mp4

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~Get Your Files Here !/05 - 4. ANOVA Analysis of Variance/02 - One-way ANOVA and the sum of squares total (SST).srt

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~Get Your Files Here !/05 - 4. ANOVA Analysis of Variance/03 - Sum of squares within (SSW) and sum of squares between (SSB).mp4

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~Get Your Files Here !/05 - 4. ANOVA Analysis of Variance/03 - Sum of squares within (SSW) and sum of squares between (SSB).srt

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~Get Your Files Here !/05 - 4. ANOVA Analysis of Variance/04 - F-statistic and ANOVA hypothesis test example.mp4

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~Get Your Files Here !/05 - 4. ANOVA Analysis of Variance/04 - F-statistic and ANOVA hypothesis test example.srt

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~Get Your Files Here !/06 - 5. Regression Analysis/01 - What is regression.mp4

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~Get Your Files Here !/06 - 5. Regression Analysis/01 - What is regression.srt

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~Get Your Files Here !/06 - 5. Regression Analysis/02 - Regression best fit line.mp4

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~Get Your Files Here !/06 - 5. Regression Analysis/03 - Coefficient of determination (R-squared).mp4

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~Get Your Files Here !/06 - 5. Regression Analysis/03 - Coefficient of determination (R-squared).srt

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~Get Your Files Here !/06 - 5. Regression Analysis/04 - The correlation coefficient.mp4

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~Get Your Files Here !/06 - 5. Regression Analysis/04 - The correlation coefficient.srt

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~Get Your Files Here !/07 - Continuing Your Advanced Statistics Learning Journey/01 - Next steps and additional resources.mp4

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~Get Your Files Here !/07 - Continuing Your Advanced Statistics Learning Journey/01 - Next steps and additional resources.srt