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MATHS 154 — Statistical Methods II

BA BA French and Francophone Studies · Kwame Nkrumah University of Science and Technology

Some Special Probability Distributions: Binomial, Poisson, Geometric Multinomial, Hypergeometric, Normal and Exponential distributions. Inferential Analysis of Data: Sampling Methods; Sampling Distributions of the Means and Proportions, Standard Errors; The Use and Reading of Normal (Z), t -, F and Chi-square(x) Distributions Tables in Inferential Analysis – Significance Tests for Means and Proportions using Z -, t – and F – Distributions; One-Way Analysis of Variance (ANOVA). Analysis of Categorical Data: Chi-Square Tests for Goodness-of Fit and Independence. Regression Analysis: Basic Concepts of Regression and Correlation Analysis; Scatter Diagram, Correlation Coefficient and its Interpretation; Simple Linear Regression Model, Estimation of Regression Parameters and Coefficient of Determination. Use of Statistical Software for Statistical Analysis: Excel, SPSS, MINITAB, SAS, GENSTAT, etc.

Credits
2
Level
Level 100

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Course details from French and Francophone Studies - Department of Language & Communication Sciences.