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Introduction to Biostatistics > Measuring uncertainty with probability. Discrete random variables (Uniform, Binomial). Independence > Flashcards

Measuring uncertainty with probability. Discrete random variables (Uniform, Binomial). Independence Flashcards

(0 cards)

Introduction to Biostatistics (12 decks)

types of data (nominal etc.), discrete vs. continuous data

Exploratory Data Analysis: graphical summaries, centre, skew, multi- modality and other patterns in data

Numerical summaries (mean, median, variance, sd, IQR). Bivariate data: correlation, two-way tables

Measuring uncertainty with probability. Discrete random variables (Uniform, Binomial). Independence

Sampling distributions: concept of population, simple random sampling. Continuous random variables (Normal, Student’s t)

Introduction to hypothesis testing & Pearson’s chi-squared test for independence. Level of significance alpha, p-value, test statistic

Z test, one-sample t test, two-sample t test.

The concept of a confidence interval/random interval. Confidence interval for the mean.

Simple linear regression. The F test.

Multiple linear regression.

One-way analysis of variance (ANOVA).

Multiple comparisons. Bonferroni confidence intervals.

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