Section outline

  • Lecture: Orientation to Biostat 200, types of statistical variables, univariate data summary, and graphical analysis

    This lecture will include an overview of the course and expectations. Introduction to descriptive statistical analysis including definition of different types of variables, construction of frequency tables, measures of centrality (means, median, mode, range), standard deviation, and graphs (histograms, box plots, scatter plots, line graphs).

    Faculty:  Judith Hahn

    Location:  Mission Hall 1400

    • Prospectus:

    • Session Slides:

    • Session Audio/Video Recording (Access restricted to registered students):

    • Required Reading:  To be completed before class

      Marcello Pagano and Kimberlee Gauvreau:  Principles of Biostatistics, 2nd edition Chapters 1 - 3

    • Resources:

  • Office Hours

    Faculty:  Judith Hahn

    Location:  Mission Hall 1400

  • Computer Lab
    Review of previous lecture and assigned material

    Faculty:  Judith Hahn, Melissa Fernandes, Simon Pollett, Kristen Aiemjoy, Kathryn Ray
     
    Location:  Mission Hall 1400

    • Assignment:

    • Assignment Answer Key (Access restricted to registered students):

  • Lecture: Data cleaning and basic probablility concepts
    We will start the lecture discussing real world data cleaning.  We will then pivot to define the basic probability terms and probality statements needed as a foundation for more advance statistical concepts.  We will apply these concepts by discussing Bayes theorem and diagnostic testing

    Faculty:  Judith Hahn

    Location:  Mission Hall 1400

    • Session Audio/Video Recording (Access restricted to registered students):

    • Required Reading:  To be completed before class:

      Marcello Pagano and Kimberlee Gauvreau:  Principles of Biostatistics, 2nd edition Chapter 6

    • Resources:

    • Datasets:

  • Office Hours

    Faculty:  Judith Hahn

    Location:  Mission Hall 1400

  • Computer Lab
    Review of previous lecture and assigned material

    Faculty:  Judith Hahn, Melissa Fernandes, Simon Pollett, Kristen Aiemjoy, Kathryn Ray
     
    Location:  Mission Hall 1400
  • Lecture: Theoretical probability distributions (binomial, poisson, normal)
    We will discuss the meaning of theoretical statistical distributions and examine the binomial distribution.  This lecture will build on the concepts of probability and discuss the properties of the binomial, poisson and normal distributions.

    Faculty:  Judith Hahn

    Location:  Mission Hall 1400

    • Session Audio/Video Recording (Access restricted to registered students):

    • Required Reading:  To be completed before class:

      Marcello Pagano and Kimberlee Gauvreau: Principles of Biostatistics, 2nd edition Chapter 7

  • Office Hours

    Faculty:  Judith Hahn

    Location:  Mission Hall 1400

  • Computer Lab
    Review of previous lecture and assigned material

    Faculty:  Judith Hahn, Melissa Fernandes, Simon Pollett, Kristen Aiemjoy, Kathryn Ray
     
    Location:  Mission Hall 1400

  • Lecture: Sampling distribution and confidence intervals
    This lecture will discuss the concept of sampling, of sampling distributions, and the central limit theorem. We will use the central limit theorem to derive confidence intervals for means and proportions.

    Faculty:  Judith Hahn

    Location:  Mission Hall 1400

    • Session Audio/Video Recording (Access restricted to registered students):

    • Required Reading:  To be completed before class:

      Marcello Pagano and Kimberlee Gauvreau: Principles of Biostatistics, 2nd edition Chapter 8, 9, and 14 (pages 324-329)

  • Office Hours

    Faculty:  Judith Hahn

    Location:  Mission Hall 1400

  • Computer Lab
    Review of previous lecture and assigned material

    Faculty:  Judith Hahn, Melissa Fernandes, Simon Pollett, Kristen Aiemjoy, Kathryn Ray
     
    Location:  Mission Hall 1400

  • Lecture: Hypothesis testing, comparison of one mean and one proportion
    This lecture will introduce hypothesis testing and the associated terminology for one-sided and two-sided hypothesis tests. This lecture will demonstrate hypothesis testing of one mean and one proportion.

    Faculty:  Judith Hahn

    Location:  Mission Hall 1400

    • Session Audio/Video Recording (Access restricted to registered students):

    • Required Reading:  To be completed before class:

      Marcello Pagano and Kimberlee Gauvreau: Principles of Biostatistics, 2nd edition Chapters 10 and 14 (pages 329-330)

  • Office Hours

    Faculty:  Judith Hahn

    Location:  Mission Hall 1400

  • Computer Lab
    Review of previous lecture and assigned material

    Faculty:  Judith Hahn, Melissa Fernandes, Simon Pollett, Kristen Aiemjoy, Kathryn Ray
     
    Location:  Mission Hall 1400

  • Lecture: Comparison of two means, and comparison of two proportions
    In this lecture we will extend hypothesis testing to the comparison of two means and two proportions.

    Faculty:  Judith Hahn

    Location:  Mission Hall 1400

    • Session Slides:

    • Session Audio/Video Recording (Access restricted to registered students):

    • Required Reading:  To be completed before class:

      Marcello Pagano and Kimberlee Gauvreau: Principles of Biostatistics, 2nd edition Chapters 11 and 14 (pages 332-338)

  • Office Hours

    Faculty:  Judith Hahn

    Location:  Mission Hall 1400

  • Computer Lab
    Review of previous lecture and assigned material

    Faculty:  Judith Hahn, Melissa Fernandes, Simon Pollett, Kristen Aiemjoy, Kathryn Ray
     
    Location:  Mission Hall 1400

    • Required Reading:

    • Assignment 6 answers File
      Available until end of January 2, 2016
  • Lecture: Analysis of variance, nonparametric testing, and review of hypothesis testing

    In this lecture we will discuss analysis of variance to compare multiple means, as well as non-parametric tests including the sign test, the Wilcoxon signed-rank test, and the Wilcoxon rank sum test.  We will also review the hypothesis testing methods that we have covered in prior lectures.

    Faculty:  Judith Hahn

    Location:  Mission Hall 1400

    • Session Audio/Video Recording (Access restricted to registered students):

    • Required Reading:  To be completed before class:

      Marcello Pagano and Kimberlee Gauvreau: Principles of Biostatistics, 2nd edition Chapters 12 and 13

  • Office Hours

    Faculty:  Judith Hahn

    Location:  Mission Hall 1400

  • Computer Lab
    Review  of previous lecture and assigned material

    Faculty:  Judith Hahn, Melissa Fernandes, Simon Pollett, Kristen Aiemjoy, Kathryn Ray
     
    Location:  Mission Hall 1400

  • Lecture: Contingency tables, McNemar's test, relative risks, and odds ratios
    In this lecture we will discuss the construction of contingency tables and learn the chi-square test for independence for examining categorical data. We will start with 2x2 tables and move to larger tables, and we will discuss relative risks and odds ratios and calculate confidence intervals for these measures. We will discuss the use of McNemar’s test to examine paired dichotomous data.

    Faculty:  Judith Hahn

    Location:  Mission Hall 1400

    • Session Audio/Video Recording (Access restricted to registered students):

    • Required Reading:  To be completed before class:

      Marcello Pagano and Kimberlee Gauvreau: Principles of Biostatistics, 2nd edition Chapter 15

       

  • Office Hours

    Faculty:  Judith Hahn

    Location:  Mission Hall 1400

  • Computer Lab
    Review  of previous lecture and assigned material

    Faculty:  Judith Hahn, Melissa Fernandes, Simon Pollett, Kristen Aiemjoy, Kathryn Ray
     
    Location:  Mission Hall 1400

  • Lecture:  Correlation and simple linear regression

    In this lecture we will define and show the calculation for Pearson and Spearman correlation coefficients and introduce the simple linear regression model

    Faculty:  Judy Hahn

    Location:  Mission Hall 1400

    • Session Slides:

    • Session Audio/Video Recording (Access restricted to registered students):

    • Required Reading:  To be completed before class:

      Marcello Pagano and Kimberlee Gauvreau: Principles of Biostatistics, 2nd edition Chapters 17-18

       

  • Computer Lab:
    Faculty:  Judith Hahn, Melissa Fernandes, Simon Pollett, Kristen Aiemjoy, Kathryn Ray
     
    Location:  Mission Hall 1400
  • Lecture: Simple linear regression and multiple linear regression

    In this lecture we will introduce prediction intervals, regression diagnostics, and transformations as well as multiple linear regression

    Faculty:  Judith Hahn

    Location:  Mission Hall 1400

    • Session Audio/Video Recording (Access restricted to registered students):

    • Required Reading:  To be completed before class:

      Marcello Pagano and Kimberlee Gauvreau: Principles of Biostatistics, 2nd edition Chapters 18-19

       

  • Office Hours

    Faculty:  Judith Hahn

    Location:  Mission Hall 1400

  • Computer Lab
    Review  of previous lecture and assigned material

    Faculty:  Judith Hahn, Melissa Fernandes, Simon Pollett, Kristen Aiemjoy, Kathryn Ray
     
    Location:  Mission Hall 1400

  • Lecture: Multiple linear regression and logistic regression
    In this lecture we will continue the topic of multiple linear regression and introduce logistic regression.  We will discuss the model and interpretation of the parameters.

    Faculty:  Judy Hahn

    Location:  Mission Hall 1400

    • Session Audio/Video Recording (Access restricted to registered students):

    • Required Reading:  To be completed before class:

      Marcello Pagano and Kimberlee Gauvreau: Principles of Biostatistics, 2nd edition Chapters 19-20

  • Office Hours

    Faculty:  Judith Hahn

    Location:  Mission Hall 1400

  • Computer Lab
    Review  of previous lecture and assigned material

    Faculty:  Judith Hahn, Melissa Fernandes, Simon Pollett, Kristen Aiemjoy, Kathryn Ray
     
    Location:  Mission Hall 1400

  • Lecture:

    Faculty:  Judy Hahn

    Location:  Mission Hall 1400

  • Office Hours

    Faculty:  Judith Hahn

    Location:  Mission Hall 1400