Biostatistics Made Easy

Biostatistics Made Easy
Published 10/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 300.02 MB | Duration: 1h 20m

A Practical Guide Using Jamovi Software

What you'll learn

Master the basics of biostatistics, including descriptive and inferential statistics, through hands-on exercises using Jamovi software.

Conduct data analysis with Jamovi, from importing datasets to creating visualizations and interpreting statistical outputs.

Apply statistical techniques like t-tests, ANOVA, and regression analysis in Jamovi to analyze real-world biological and health-related data.

Design and execute biostatistical research projects, including hypothesis testing, survival analysis, and non-parametric tests using Jamovi software.

Requirements

No experience is required

Description

Unlock the power of biostatistics with ease in this comprehensive, hands-on course designed for beginners and professionals alike. *"Biostatistics Made Easy: A Practical Guide Using Jamovi Software"* will guide you through essential statistical concepts, probability theory, hypothesis testing, and advanced techniques—all while using the intuitive Jamovi software. Whether you're involved in research, public health, or just want to enhance your data analysis skills, this course will make complex statistical methods approachable and practical.You'll learn to install and navigate Jamovi, explore descriptive and inferential statistics, master hypothesis testing, and conduct advanced analyses like regression and survival analysis—all with clear, real-life examples. By the end of the course, you will have the confidence to perform biostatistical analyses, interpret data, and present your findings effectively.**What You'll Learn:**- Master fundamental biostatistical concepts like data types, measures of central tendency, and probability distributions.- Perform hypothesis testing, ANOVA, chi-square tests, and more using Jamovi.- Build and interpret linear and logistic regression models.- Conduct advanced analyses such as survival analysis and repeated measures ANOVA.- Visualize and report data effectively with customizable graphs and tables.- Apply statistical methods to real-world datasets in a final capstone project.**Who This Course is For:**- Students, researchers, and professionals in public health, medicine, or life sciences.- Anyone interested in learning biostatistics with practical, user-friendly tools.- Individuals who want to apply biostatistical methods in their research or workplace using Jamovi.With practical exercises and a final project to solidify your skills, this course is your pathway to confidently using biostatistics in your academic or professional journey.

Overview

Section 1: Introduction

Lecture 1 Introduction

Section 2: Module 1

Lecture 2 Getting Started with Jamovi

Lecture 3 Understanding Basic Statistical Concepts

Lecture 4 Exploring Descriptive Statistics in Jamovi

Section 3: Module 2: Probability and Distributions

Lecture 5 Introduction to Probability Theory

Section 4: Module 3: Hypothesis Testing and Inferential Statistics

Lecture 6 Introduction to Hypothesis Testing

Lecture 7 Performing t-Tests in Jamovi

Lecture 8 One-Way and Two-Way ANOVA

Lecture 9 Chi-Square Tests for Categorical Data

Section 5: Module 4: Correlation and Regression Analysis

Lecture 10 Exploring Relationships: Correlation Analysis

Lecture 11 Simple and Multiple Linear Regression

Section 6: Module 5: Advanced Statistical Techniques

Lecture 12 Survival Analysis

Lecture 13 Repeated Measures ANOVA and Mixed Models

Section 7: Module 6: Data Visualization and Reporting

Lecture 14 Creating Visualizations in Jamovi

Lecture 15 Interpreting and Reporting Statistical Results

Section 8: Module 7: Biostatistical Applications in Research

Lecture 16 Designing Biostatistical Research Studies

Lecture 17 Conducting Biostatistical Analysis for Research Projects

Section 9: Final Project: Comprehensive Biostatistical Analysis

Lecture 18 Comprehensive Biostatistical Analysis

This course is ideal for students, researchers, and professionals in biology, public health, medicine, and related fields who want to simplify biostatistics using Jamovi software. It's designed for beginners with little to no background in statistics, as well as those looking to enhance their data analysis skills for research projects, academic studies, or clinical applications. If you're eager to learn practical biostatistical methods without getting lost in complex mathematical details, this course is for you!