Introductory Statistics and Regression Analysis

Utbildningsfakta

Kod: STGA14

Content The course deals with the following components: \- data collection and working with data \- compiling and presenting data descriptively \- basic sampling theory and sampling distributions \- point and interval estimates and their properties \- introduction to hypothesis testing and p-values \- models of linear regression, model specification, and residual analysis \- inference theory for models in regression analysis \- the concepts multicollinearity, heteroscedasticity, and autocorrelation \- models for handling multicollinearity and heteroskedasticity Applications are computer illustrated.

Behörighet

Prerequisites General admission requirements plus either \- field-specific eligibility A4 (mathematics 3b or 3c; civics 1b or 1a1+1a2) with the exception of civics, or \- field-specific eligibility 4 (English B, mathematics C, Civics A) with the exception of civics or admission to one of the Master programmes Service Management SASSM, Marketing SASMF or Accounting and Control SASRS

Utbildningstillfällen

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• Introductory Statistics and Regression Analysis

  Karlstad University

  Karlstad

  Startdatum: 18 januari 2027

  Slutdatum: 28 mars 2027

  Studietakt: 100 %