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Collecting, analyzing, interpreting, and presenting data - Using statistics to help improve | PauseDoChange

• Collect, analyze, interpret, and present data in order to better your world - and to better the world
  • Video: Improving Human Welfare - International Year of Statistics [YouTube]
  • Statistics with R
    • A video from a course in this specialization: The video, Mine Çetinkaya-Rundel, David Banks, Colin Rundel, and Merlise Clyde - Video: Introduction to Statistics with R [Coursera], welcomes you to a specialization helping you to begin to learn about statistics.
    • Description: Statistics with R [Coursera]
    • Resources
      • Selected courses in this specialization
        • Course: Introduction to Probability and Data
          • Study skills
            • Your learning from Learning How to Learn might be helpful.
          • Background knowledge and skills that might be helpful
            • Your learning about pre-calculus might be helpful.
          • Learning resources
            • Probability and statistics
              • Online Statistics Education: An Interactive Multimedia Course of Study - Free Statistics Book [OnlineStatBook.com]
              • Statistics How To: Elementary Statistics for the rest of us! [StatisticsHowTo.com]
              • ThatQuiz [ThatQuiz.org]
            • Introduction to R
              • Free Introduction to R Programming Online Course [DataCamp]
              • Using web browser software to access R
                • Especially if you are not in a position to install R at the smartphone, tablet computer, or other Internet-access device that you are using, you might perhaps consider using
                  • CoCalc
                    • CoCalc - Collaborative Calculation in the Cloud [CoCalc]
                    • An overview of CoCalc [YouTube]
              • R Tutorials - MarinStatsLectures [MarinStatsLectures]
            • Data visualization
              • ggplot2 (for R)
                • Plotting with ggplot2
                  • Plotting with ggplot2: Part 1 [YouTube]
                  • Plotting with ggplot2: Part 2 [YouTube]
            • dplyr and tidyr
              • dplyr (for R)
                • Introduction to the dplyr R package [YouTube]
              • tidyr (for R)
                • R: Tidyr Package Intro, data wrangling [YouTube]
        • Course: Inferential Statistics
          • Study skills
            • Your learning from Learning How to Learn might be helpful.
          • Learning resources
            • Inferential Statistics (practice) [DataCamp]
        • Course: Linear Regression and Modeling
          • Study skills
            • Your learning from Learning How to Learn might be helpful.
          • Learning resources
            • Logistic regression (Logistic regression might not be taught comprehensively in the course and might be of interest to some people studying regression)
              • GLM in R: logistic regression example [YouTube]
              • Statistics 101: Logistic Regression, An Introduction [YouTube]
        • Course: Bayesian Statistics
          • Tips for a person learning mathematics
            • Saramoira - A math major talks about fear [YouTube]
          • Study skills
            • Your learning from Learning How to Learn might be helpful.
          • Learning resources
            • Beginning Bayes in R (practice) [DataCamp] might refer to the TeachBayes package [CRAN]
            • Bayesian statistics - M249_2 [OpenLearn | Open University]
              • Background knowledge and skills that might be helpful
                • Your learning about statistics might be helpful.
            • Bayesian statistics: a comprehensive course [YouTube]
              • Background knowledge and skills that might be helpful
                • Your learning about calculus might be helpful.
            • A Gentle Introduction to Bayesian Analysis: Applications to Developmental Research [statmodel.com]
            • Bayesian Statistics: Why and How – JEPS Bulletin [efpsa.org]
              • Background knowledge and skills that might be helpful
                • Your learning about calculus might be helpful.
            • Bayesian Statistics: From Concept to Data Analysis [Coursera]
              • Study skills
                • Your learning from Learning How to Learn might be helpful.
              • Background knowledge and skills that might be helpful
                • Your learning about statistics might be helpful.
                • Your learning about calculus might be helpful.

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