Topic | Read | Watch | Do | Assess |
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Welcome! |
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Introduction to the class | Syllabus, Canvas Announcements | HW 01: Setup | Quiz 01-ind | |

How to use the class tools | Welcome slides | Motivating Example | ||

Statistics in the service of science | Course Packet Intro | PDS 1 (6min) | Quiz 01 - grp | |

Literate Programming with R and Quarto | ||||

Thinking about Learning | Skim the Learning tools | |||

Preparing to conduct research |
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Asking Answerable Questions | CP 1.1 | HW02: RQ Formulation | Quiz 02 -ind | |

Structure of Data (Obs, vars, data types) | CP 1.2 | PDS 2 (5min) Minute 7-12 | Quiz 02 -grp | |

Populations and Samples (ancedotal, sampling, y~x) | CP 1.3 | PDS 2 (7min) Up to minute 7 | ||

Study Design | CP 1.4 | Quiz 03 -ind | ||

Choosing your Research Data | PDS 2: Choosing a data set Start at 19min | Quiz 03 -grp | ||

Conducting a Lit Review | How to read a journal article | PDS 3: Lit review | ||

Preparing data for analysis |
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Working with data in R | CP 1.5 | PDS 4: Working with Data in R (33min) | HW03: Preparing Data for Analysis | |

Data management | CP 1.5.2, CP Appendix | PDS 5: Data Management (33min) | ||

More Data management | Reference guide | Data Management tutorial video | ||

Describing Distributions |
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Describing numerical variables | CP 2.1 | PDS 6: Univariate Viz (30min) | HW04: Describing Distributions | Quiz 04-ind |

Describing categorical variables | CP 2.2 | Quiz 04 -grp | ||

Describing Relationships |
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Describing relationships between two variables | CP 2.3 | PDS 7: Graphing relationships (36min) | HW05: Describing Relationships | Quiz 05-ind |

Quiz 05-grp | ||||

Foundations for Inference |
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Motivating Example - case study | CP 3.1 Results | Quiz 06-ind | ||

Probability and Distributions | CP 3.2-3.3 | OI: Defining Probability | Quiz 06-grp | |

Normal Distribution | CP 3.4 | OI 3.1: Normal Distribution (20 min) | ||

Assumptions for Inference | CP 3.5-3.6 | Quiz 07-ind | ||

Interval Estimation | CP 3.7 | OI 4.2 Confidence Intervals (9 min) | Quiz 07-grp | |

Hypothesis Testing | CP 4 | PDS 8: Hypothesis Testing (30min) | ||

OI 4.3.1: Hypothesis Testing Fundamentals (9 min) | ||||

Bivariate Inference |
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Two Sample T-Test | CP 5.2 | OI 5.3: Difference between two means | HW06: Bivariate Modeling | Quiz 08-ind |

ANOVA | CP 5.3 | PDS 9: ANOVA | Quiz 08-grp | |

Chi-Squared | CP 5.4 | PDS 10: Chi-Square | ||

Regression Modeling |
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Correlation | PDS 11: Correlation | |||

Simple Linear Regression | CP 6 | PDS 14: Multivariable Modeling and Confounding Only 19:33min - 29min | HW07: Simple Linear Regression Modeling | Quiz 09-ind |

Causation | PDS 13: Causation | Quiz 09-grp | ||

Confounding | PDS 14: Multivariable Modeling and Confounding Up to 19 min | |||

Multiple Regression |
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Multiple Linear Regression | CP 7 | PDS 14: Multivariable Modeling and Confounding After 29 minutes. | HW08: Multiple Linear Regression Modeling | Quiz 10-ind |

Model Building | CP 7.5 | Quiz 10-grp |

# Module Overview

### â ď¸ Details are subject to change. See Canvas for due dates.

Acronyms: **PDS**: Passion Driven Stats, **CP**: Course Packet

*Last Updated: Sun Jul 21 9:21:04 PM*