Syllabus
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Course no: STAT-108
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Full Marks: 60+20+20
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Credit hours: 3
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Pass Marks: 24+8+8
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Nature of course: Theory (3 Hrs.) + Lab (3 Hrs.) |
Course Synopsis: Concept of Applied Statistical Techniques and its Applications |
Goal: This course makes students able to understand Applied Statistical Techniques and their applications in the allied areas.
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Course Contents
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Unit 1: Sampling Techniques |
10 Hrs. |
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Types of Sampling; Simple Random Sampling with and without Replacement; Stratified Random Sampling; Ratio and Regression Method of Estimation under Simple and Stratified Random Sampling; Systematic Sampling; Multistage Sampling; Estimation of population total and its Variance.
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Unit 2: Non Parametric Test
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16 Hrs. |
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Chi-square test: Test of goodness of fit; Test for independence (Categorical Data). Definition of Order Statistics; Run Test; Sign Test; Wilcoxon Matched Pairs Signed Ranks Test; Mann-Whitney U Test; Median Test; Kolmogorov Smirnov Test (One Sample Case); Cochran Q Test; Kruskl Wallis One way ANOVA Test; Friedman Two way ANOVA Test.
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Unit 3: Correlation and Regression Analysis
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19 Hrs. |
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Partial and Multiple Correlations; Multiple Linear Regressions: Assumptions; Coefficient Estimation, and Significance Test; Coefficient of Determination; Cobb-Dauglas Production Function; Growth Model; Logistic Regression; Autoregressive Model of order One, and Appraisal of Linear Models (Heteroscedasticity, Multicolinearity, Autocorrelation). |
Note:
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Text Books:
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References:
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source: http://www.bsccsit.com/curriculum/first-semester/statistics-i/