Statistical Inference & Techniques

  • This page discusses the theory behind the bootstrap. It discusses the empirical distribution function as an approximation of the distribution function. It also introduces the parametric bootstrap.
    View Resource
    0
    No votes yet
  • This site provides links to lecture outlines for an upper-level statistics class. Topics include hypothesis testing, ANOVA and regression.
    View Resource
    0
    No votes yet
  • This page lists the laboratories and java projects for a course in advanced statistics.
    View Resource
    0
    No votes yet
  • This part of the NIST Engineering Statistics Handbook contains case studies for Exploratory Data Analysis. Some of the topics include normal and uniform random numbers, reliability using airplane glass failure times, and analysis of primary factors using ceramic strength.
    View Resource
    0
    No votes yet
  • This Electronic Statistics Textbook offers training in the understanding and application of statistics ... and covers a wide variety of applications, including laboratory research (biomedical, agricultural, etc.), business statistics and forecasting, social science statistics and survey research, data mining, engineering and quality control applications, and many others. Quoted from the index page of the text.
    View Resource
    0
    No votes yet
  • A useful site for instructors to learn how to create and incorporate guided notes into their classroom.
    View Resource
    0
    No votes yet

  • This site gives an explanation, a definition and an example of linear regression. Topics include least-squares, residuals, extrapolation, outliers, and influential observations.

    View Resource
    0
    No votes yet
  • This site gives an explanation, a definition and an example of inference in linear regression. Topics include confidence intervals for intercept and slope, significance tests, mean response, and prediction intervals.
    View Resource
    0
    No votes yet
  • This site gives an explanation, a definition and an example of multiple linear regression. Topics include confidence intervals, tests of significance, and squared multiple correlation.
    View Resource
    0
    No votes yet
  • This site gives an explanation, a definition and an example of ANOVA for regression. Topics include analysis of variance calculations for simple and multiple regression, and F-statistics.
    View Resource
    0
    No votes yet

Pages

register