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Binomial proportion confidence interval
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Statistics
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Bayesian statistics
Related lectures (32)
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Basic Concepts of Statistics: Weighing Three Objects
Covers basic statistics concepts, confidence intervals, t distribution, and experimental study strategies.
Interspike Intervals & Renewal Processes
Explores interspike intervals, renewal processes, and escape noise experiments in neuronal dynamics.
Multi-arm Bandits
Covers the exploration vs. exploitation dilemma in multi-arm bandits using the Upper Confidence Bound algorithm.
Introduction to Financial Markets and Time Series
Introduces financial markets, time series, machine learning applications in finance, and natural language processing.
Modeling Elasticity and Coefficients
Explores correlation matrices, regression, variance, confidence intervals, and standardized systems in statistical modeling.
Confidence Intervals and MLE Limit Theorems
Explores constructing confidence intervals and MLE limit theorems for large samples.
Logistic Regression: Modeling Binary Response Variables
Explores logistic regression for binary response variables, covering topics such as odds ratio interpretation and model fitting.
Likelihood Ratio Tests: Optimality and Extensions
Covers Likelihood Ratio Tests, their optimality, and extensions in hypothesis testing, including Wilks' Theorem and the relationship with Confidence Intervals.
Statistical Inference: Confidence Intervals
Covers the construction of approximate confidence intervals using the central limit theorem for large sample sizes.
Hypothesis Testing: A Different Perspective
Delves into a different perspective on hypothesis testing, emphasizing the p-value and significance levels.