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Course info & 1. Measurement | 1.1 What is Biostatistics? 1.2 Origanization of Data 1.3 Type of Measurements 1.4 Data Quality | ![]() |
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1. Measurement | 1.1 What is Biostatistics? 1.2 Origanization of Data 1.3 Type of Measurements 1.4 Data Quality | ![]() |
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2. Types of Studies | Surveys and comparative studies | ![]() |
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3. Frequency Distributions | Stemplots / distributional shape, location, and spread / frequency tables | ![]() |
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3. Frequency Distributions | Stemplots / distributional shape, location, and spread / frequency tables | ![]() |
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4. Summary Statistics | Measures of central tendency and variability | ![]() |
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5. Probability Concepts | Discrete and continuous random variables / probability mass function (pmfs) / probability density function (pdfs) | ![]() |
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5. Probability Concepts | Discrete and continuous random variables / probability mass function (pmfs) / probability density function (pdfs) | ![]() |
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6. Binomial Distributions | Calculate and interpret binomial probabilities | ![]() |
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7. Normal Distributions | Determine approximate probabilities for Normal random variables | ![]() |
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8. Introduction to Statistical Inference | Sampling distribution of a sample mean from a Normal population | ![]() |
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8. Introduction to Statistical Inference | Sampling distribution of a sample mean from a Normal population | ![]() |
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2. Data type 11/01 | Rstudio, Basic Data Type, Vector Operations, Factor | ![]() |
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9. Basics of Hypothesis Testing | P-value, Significance Level and Conclusion, One-Sample z-Test | ![]() |
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9. Basics of Hypothesis Testing | Multi-vector, Subset Data | ![]() |
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9. Basics of Hypothesis Testing | Type of Decision Errors, Power of z test | ![]() |
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10. Basics of Confidence Intervals | List, Loops, Function, Package | ![]() |
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10. Basics of Confidence Intervals | Confidence intervals around means | ![]() |
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10. Basics of Confidence Intervals | Writing Data, Reading Data, Looping on the Command line, tapply | ![]() |
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11. Inference about a Mean | One-sample, two-sample, and paired t hypothesis tests on means | ![]() |
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11. Inference about a Mean | Functions for Probabability Distributions, QQ-plot, Inferential Statistics, Paired sample t-test | ![]() |
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12. Comparing Independent Means | One-sample, two-sample, and paired t hypothesis tests on means | ![]() |
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13. ANOVA6 | z-tests and chi square tests of independence and homogeneity | ![]() |