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Statistics- Dependent variable vs. Independent variable - Cause and Effect - Correlation
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Classroom Contents
Biostatistics and Epidemiology - Comprehensive Statistics Course
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- 1 Statistics Introduction - Population, Sample, Parameter, Statistic
- 2 Mean, Median, Mode, Range - Central Tendency Measurements - Introduction to Statistics
- 3 Bimodal Distribution - 2 modes - Statistics
- 4 Types of Variables - Numerical vs. Categorical - Discrete vs. Continuous - Ordinal vs. Nominal
- 5 Statistics- Dependent variable vs. Independent variable - Cause and Effect - Correlation
- 6 Data visualization- Bar chart, Pie chart, Pictogram, Histogram, Dot plot, Heat maps, Tree maps -Stat
- 7 Statistical Sampling - Simple random sampling, Stratified sample, Cluster sample, Systematic sample
- 8 Epidemiology Basics - Let’s Study the Population - Biostatistics
- 9 Study Design - Case-control study, Cross-sectional study, Cohort study (Prospective, Retrospective)
- 10 Statistics Introduction - Null Hypothesis, Odds ratio, Confidence Interval, p-value
- 11 Incidence vs. Prevalence - Rates - Attack Rate - Biostatistics & Epidemiology Series
- 12 Epidemiology & Biostatistics - Quick Review - Sensitivity, Specificity, PPV, NPV, LR+, LR-
- 13 Pearson's Correlation Coefficient (r) - Positive and Negative - Linear Correlation - Statistics
- 14 How to Calculate Pearson’s correlation coefficient (r) - Calculations - Problems - Statistics
- 15 Percentiles, Quantiles, Quartiles, Normal distribution curve, Standard Deviations, Z-Score - Stats
- 16 Cumulative Frequency vs. Relative Frequency- How to calculate - Statistics Series
- 17 Box and Whiskers Plot (Box Plot) - Interquartile Range (IQR) - Data Visualization - Statistics
- 18 How to find the percentile of a specific value in a data set - Statistics Series
- 19 Stem and Leaf Plot (Stemplot) - Stem and Leaf graph - Data Visualization- Statistics
- 20 Introduction of Statistics - Mean, Median, Mode, and Range - #science #maths #statistics #math
- 21 Positively Skewed Curve - Negatively Skewed Curve - Normal distribution curve (Gaussian Curve)
- 22 Statistical Outliers - Mean, Median, Mode, Percentiles, Quartiles, Interquartile range (IQR) - Stats
- 23 Quartiles, Interquartile range (IQR), Percentiles, minimum, Maximum, Count, Sum, Q1, Q2, Q3
- 24 How to calculate the Mean of Grouped Frequency Tables - Midpoint of Intervals - Statistics
- 25 Standard Deviation (SD) - Variance - Interquartile Range (IQR), Mean, Median, Mode - Statistics
- 26 Variance - Standard Deviation - Quartiles - Interquartile Range - Mean, Median, Mode - Statistics
- 27 Z-score (z) - Standard deviation of the mean (SD) - Variance - Percentiles - Statistics
- 28 Frequency tables, Percentiles, Quartiles, Interquartile Range, Kth Percentile, Index, Rank - Stats
- 29 Standard Deviation from a Frequency Table - How to calculate Standard Deviation
- 30 Absolute Risk Reduction (ARR), Relative Risk Reduction (RRR), Attributable risk (AR), RR, NNT, NNH
- 31 Number Needed to Treat (NNT), Absolute Risk Reduction (ARR), Relative Risk Reduction (RRR) - Stats
- 32 Absolute Risk increase (ARI), Attributable risk (AR) , Absolute Risk Reduction (ARR), Relative Risk
- 33 Number Needed to Harm (NNH) - Absolute Risk Increase (ARI) - Attributable Risk (AR) - Statistics
- 34 Number Needed to Treat (NNT) vs. Number Needed to Harm (NNH) - ARR vs. ARI - Biostatistics
- 35 Odds Ratio (OR) - Case Control Study - Biostatistics
- 36 Relative Risk (RR) - Prospective Cohort Study - Odds Ratio (OR) - Study Design - Biostatistics
- 37 Probability vs. Odds vs. Odds Ratio (OR) - Case control studies - Biostatistics
- 38 Relative Risk Reduction (RRR), Absolute Risk Reduction (ARR), Attributable risk (AR), Relative Risk
- 39 Epidemiology Statistics - Mortality rates, Fatality rates, Birth rates - Biostatistics
- 40 Twin Concordance Rate - Twin studies, Adoption studies, Family Studies - Nature vs. Nurture - Stats
- 41 Kaplan-Meier Curve - Survival Probability - Mortality Statistics- Time to Event - Biostatistics
- 42 Receiver Operating Characteristic (ROC) Curve - Sensitivity, Specificity, False-positive rate
- 43 Epidemiology & Biostatistics - Quick Review (Members-Only)
- 44 Likelihood Ratio (LR) - Pre-test Probability, Post-test probability- Positive vs. Negative LR - Stat
