STA3030F Inferential Statistics

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Past Papers · 6

STA3030F Statistical Inference & Modelling Course Outline 2025

Past Paper • 2025

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STA3030F Tutorial Week 7 Polynomial Regression Model Selection

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STA3030F Test 1 Memo – Statistical Analysis Solutions

Past Paper • 2022

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STA3030F Test 1 – Statistics Assessment, March 2022

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STA3030F – 2020 Test 1 Bootstrap Methods and Statistical Inference

Past Paper • 2020

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Class Test STA3030F – Questions and Solutions, 27 March 2014

Past Paper • 2014

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Summaries · 4

STA3030F Neural Networks Cheat Sheet and Key Concepts

Summaries • 2025

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STA3030F – Summary Formula Sheet for Inferential Statistics

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TK Tutoring (STAT 3030) – Bayes Inference Illustrations

Summaries • 2022

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summary-of-sta3030f-machine-learning-regression-classification-trees

Summaries • 2021

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Notes · 10

Bayesian Inference Understanding Decision Making Under Uncertainty (STAT 101)

Notes • 2025

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STA3030F Statistical Inference & Modelling Machine Learning Lecture Notes

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STA3030F – Machine Learning – Lecture Notes by Dr. Pienaar (1)

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Machine Learning Model Lifecycle Training, Evaluation, and Bias Issues

Notes • 2024

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Stats 101 – Summary Notes for Exam Review 1 Bayesian Inference & Decision

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Simulation Notes Understanding Bootstrap Methods and Statistical Inference

Notes • 2023

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STA3030F – Machine Learning – Lecture Notes by Dr. Pienaar

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STA3030F – Probability Functions & Backpropagation Equations Formula Sheet

Notes • 2022

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Machine Learning Concepts Decision Trees, Neural Networks & Model Evaluation

Notes • 2021

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STA 3030 F – Comprehensive Notes on Inferential Statistics

Notes • 2021

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Practicals · 39

MLFTSH 2025 Analyzing Bootstrap Samples and Statistics for Q1

Practice Material • 2025

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NN Mock Exam Questions for STA3030F Neural Networks Analysis

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STA3030F 2025 Test 1 Memo Statistical Analysis and Bootstrap Methods

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STA3030F 2025 Test 1 Statistical Analysis & Bootstrapping Techniques

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STA3030F Class Exercise Bootstrap Simulation & Confidence Interval

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STA3030F Test 2 2025 Logistic Regression & Classification Tree Analysis

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STA3030F Test 2 Solutions – Statistical Sciences May 2025

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STA3030F Tutorial 2 Bootstrap Analysis of Mean Age & Drug Efficacy

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STA3030F Tutorial Week 8 Regression Trees & Logistic Models Analysis

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Tutorial 1 STA3030F Bootstrap Sampling and Hypothesis Testing

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Bayesian Examples for STA3030F Extra Questions on Decision Making

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STA3030F Class Exercise Bootstrap Analysis of Black Cherry Trees

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STA3030F Class Test 6 Solutions – Statistical Methods & Estimations

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STA3030F TEST 1 2024 Bootstrap Analysis of Customer Arrivals and Crop Yields

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STA3030F TEST 1 2024 MEMO Detailed Solutions & Analysis

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STA3030F TEST 1 2024 – Bootstrap Analysis of Customer Arrivals and Crop Yields

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STA3030F Tutorial 1 Bootstrap Sampling Techniques and Hypothesis Testing

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STA3030F Tutorial 1 – R Bootstrap Sampling and Basic Statistics

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STA3030F – Test 2 on Customer Default Prediction & Model Performance

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STA3030F Test 2023 Statistical Analysis and Hypothesis Testing Memo

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STA3030F Tutorial 1 – Bootstrap Sampling and Statistical Tests

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STA3030F Tutorial 2 Questions and Bootstrap Exercises

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STA3030F Tutorial 4 Exponential Family Distributions Analysis

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STA3030F – Test 1 Review and Analysis – March 2023

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STA3030F – Test 2 2023 Logistic Regression and Model Analysis

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UCT STATS 101 Getting Started with R – FAQ Guide

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STA3030F Tutorial Week 7 Exploring LOESS Smoothing in R

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STA3030F – Test 2 (2022) – Statistical Modeling & Analysis Techniques

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Machine Learning Assignment – STA3030F – 2021 Analysis Guide

Practice Material • 2021

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STA 3030 Bayesian Inference Test & Practical Questions

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STA3030F Exponential Family Distributions Analysis – Tutorial 4

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STA3030F Final Exam Study Guide 2021

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STA3030F Final Exam – Statistical Inference & Modelling – June 2021

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STATISTICS 3030 Bayesian Inference Posterior Probabilities Analysis

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STA3030F Class Test 1 Solutions – 19 March 2019 Analysis

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STA3030F Test 1 (March 2019) Questions & Formula Sheet

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STA3030F Test 1 Solutions – University of Cape Town 2019

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STA3030F – Supplementary Exam Q&A – January 2015

Practice Material • 2015

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Exam 6 Q&A – June 2013 Review Guide

Practice Material • 2013

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Other · 9

Decision Tree Methods Key Concepts and Splitting Procedures

Other • 2025

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STA3030F Statistical Inference & Modelling Course Outline 2025 (1)

Other • 2025

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STA3030F Course Outline Statistical Inference & Modelling – 2024

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Installing R and RStudio A Step-by-Step Guide for Beginners

Other • 2023

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Quiz 7 – Scenario Planning for Post-COVID Education Future

Other • 2022

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STA3030F Test 2 – Statistical Analysis of Coronary Risk Factors

Other • 2022

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STA3030F Test 1 – Key Questions and Concepts Overview

Other • 2021

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Decision Trees – Notes (G Distiller)

Other • 2020

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STA3030F Final Exam Questions – June 2018 Analysis Document

Other • 2018

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