PRE-COLLEGE STATSPart 1 — Theory • Concepts • Statistical TestsLesson 1: What Is Statistics? Why Does It Matter?Lesson 2 — The AveragesLesson 3 — Variance & Standard DeviationLesson 4 — The Standard Normal CurveLesson 5 — Standard Error of the Mean (SEM)Lesson 6 — The t-testLesson 7 — Analysis of Variance (ANOVA)One-Way ANOVAFactorial ANOVARepeated-Measures ANOVAMixed (Split-Plot) ANOVALesson 8 — Post Hoc TestsLesson 9 — CorrelationLesson 10 — RegressionLesson 11 — Non-parametric TestsLesson 12 — Chi-square TestsLesson 13 — Degrees of Freedom CookbookPart 2 — Lecture & LabLecture 1 — Scales of MeasurementLecture 2 — The Goddess Normal CurveLecture 3 — Variance & Standard DeviationLecture 4 — Uses of the Normal DistributionLecture 5 — The t-testLecture 6 — ANOVA (Partitioning the Variance)Lecture 7 — Factorial Designs (Two-way ANOVA)Lecture 8 — Repeated-Measures ANOVALecture 9 — Mixed (Split-Plot) ANOVAPart 3 — Statistical DesignIdentify the DesignPart 4 — Applications (Cases and Examples) Part 5 — Statistical Tests (Cookbook Style) Part 6 — Modern Statistics: Data, AI, and Machine LearningLesson 14 — Big DataLesson 15 — Resampling and SimulationLesson 16 — Machine Learning BasicsLesson 17 — Regression Beyond the LineLesson 18 — AI and Neural Networks (Intro)Lesson 19 — Ethics in Data and AIPart 7 — The Storyteller StatisticianStory 1 — Numbers, Quantities, MeasurementStory 2 — No-Number NumbersStory 3 — The Ordinal Scale of MeasurementStory 4 — The Interval Scale of MeasurementStory 5 — My Zero Is Not ZeroStory 6 — The Goddess Normal CurveStory 7 — Variance and Standard DeviationStory 8 — The Uses of the Normal DistributionStory 9 — Normal Distribution: Use #1 — Describing and Organizing DataStory 10 — Normal Distribution: Use #2 — Making Statements of Probability and BettingStory 11 — Normal Distribution: Use #3 — Reliability of a Single MeanStory 12 — Normal Distribution: Use #4 — Reliability of the Difference Between Two MeansStory 13 — The t-testStory 14 — An Example of the t-testStory 15 — Analysis of Variance: One-Way ANOVAStory 16 — Analysis of Variance: Factorial DesignsStory 16A — Example of a 2×2 Factorial ExperimentStory 16B — Example 2 of a 2×2 Factorial ExperimentStory 17 — Example of a 2×3 Factorial ExperimentStory 18 — Repeated-Measures ANOVAStory 19 — Complex, Mixed, Split-Plot Designs (ANOVA)Part 8 — AppendicesAppendix 1 — Symbols and Notation (Cheat Sheet)Appendix 2 — Math Review for StatisticsAppendix 3 — Using the t-table and F-tableAppendix 4 — Using the z-tableAppendix 5 — Technology Tips (On Your Phone & Laptop)Appendix 6 — Data Sets for PracticeAppendix 7 — Study Tips for StatisticsAppendix 8 — Glossary of Key TermsAppendix 9 — The Normal Distribution TableAppendix 10 — The t tableAppendix 11 — The F-table Tags statlab table of contents Add new comment Your name Subject Comment About text formats Plain text No HTML tags allowed. Lines and paragraphs break automatically. Leave this field blank
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