COURSE CONTENT (SYLLABUS)
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Week
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Topics
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Study Materials
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1
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Basic concepts, measurement, and measurement types.
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Reading the resource books about topic
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2
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Arrangement of data: frequency tables and graphs.
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Reading the resource books about topic
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3
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Quantitative and qualitative dimensions of the data location.
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Reading the resource books about topic
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4
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Quantitative and qualitative dimensions of change data.
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Reading the resource books about topic
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5
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Probability and probability distributions, binomial and Poisson distrubution.
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Reading the resource books about topic
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6
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Normal distribution and its properties.
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Reading the resource books about topic
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7
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Sample distributions.
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Reading the resource books about topic
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8
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Estimation, hypothesis testing and confidence interval for the average mass.
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Reading the resource books about topic
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9
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Confidence interval and hypothesis testing for difference of two population means.
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Reading the resource books about topic
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10
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The population proportion and confidence interval of the difference between two population proportions and hypothesis testing.
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Reading the resource books about topic
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11
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Chi-square analysis, analysis of cross-tables.
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Reading the resource books about topic
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12
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Simple linear regression model, estimation and hypothesis testing. Correlation analysis
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Reading the resource books about topic
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13
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Analysis of variance (ANOVA).
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Reading the resource books about topic
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14
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Non-parametric methods.
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Reading the resource books about topic
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