Introduction to Statistics

Instructor: Guenther Walther

Skills you'll gain

  •   Probability Distribution
  •   Statistical Methods
  •   Statistics
  •   Statistical Analysis
  •   Data Collection
  •   Sampling (Statistics)
  •   Quantitative Research
  •   Descriptive Statistics
  •   Statistical Inference
  •   Statistical Hypothesis Testing
  •   Regression Analysis
  •   Probability
  •   Data Analysis
  •   Exploratory Data Analysis
  •   Statistical Modeling
  • There are 12 modules in this course

    Topics include Descriptive Statistics, Sampling and Randomized Controlled Experiments, Probability, Sampling Distributions and the Central Limit Theorem, Regression, Common Tests of Significance, Resampling, Multiple Comparisons.

    Producing Data and Sampling

    Probability

    Normal Approximation and Binomial Distribution

    Sampling Distributions and the Central Limit Theorem

    Regression

    Confidence Intervals

    Tests of Significance

    Resampling

    Analysis of Categorical Data

    One-Way Analysis of Variance (ANOVA)

    Multiple Comparisons

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