Publications by
brainstorming
Project Ideas Reduce Car Dependence in Olympia/Seattle Reduce Housing Cost/Homelessness in Olympia/Seattle Redevelop Olympia West Side Mall Area. Road Diet? Redevelop - Pacific Ave, - 4th and State Ave. - etc Examples of Mixed use Development The Wharf (Washington, DC): This development is expected to cover 24 acres along the Potomac River...
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Data Visualization and Manipulation Part 1: Introduction to tidyverse Tidyverse The tidyverse is a collection of powerful R packages for data science. They include: Reading and saving data: readr Data manipulation: tidyr, dplyr Data visualization: ggplot2 Working with different data structures: tibble, purrr, stringr, forcats You can instal...
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Simulation and Matrices Simulation Outline Why simulate? How to simulate? Goal: Learn how to use simulation to answer statistical questions! Why Simulate? In science, how do we support or refute a hypothesis? We run an experiment! Experiments let us work in a setting where we have precise control Often we don’t have the resources to run...
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1章のおさらい(2章に関連して思いつくものを列挙) 理想気体においては、 \(pV = NkT\) が成り立つ。加えて、\(p, V, N, T\)は系の状態を決める状態量であり、積分経路に依存しない積分が可能(可逆過程では元の状態に戻せるということ) 可逆過程とは、とてつ�...
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Multivariate Data Analysis and PCA Outline Multivariate data and dimension reduction Principal Components Analysis (PCA): Application Main Goal: Practice using R to implement a statistical method to analyze multivariate data. This slides shows you how to use the R statistical software to carry out some simple multivariate analyses, with a fo...
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Removing Fixed Alleles from SNP data
Learning objectives This lesson introduces the concept of invariant columns and why they should be removed. It also provides a function to remove them. All of this material will appear on the exam. Take notes on the workflow, functions, and concepts. Main objectives By the end of this lesson you will: Understand what can lead to a column of...
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Code Check Point: Testing the vcfR package
This code checkpoint will make sure that you can load .vcf files on your computer. You will also review vocab and concepts related to .vcf files and SNPs. You will need to load an analyze a .vcf file on the final exam. Make notes on all of this material and include it on your notes sheet. Learning objectives This material will appear on the f...
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Software Checkpoint: Setting a working directory in R
Learning objectives All of this material will appear on the exam. Take notes on the workflow, functions, and concepts. Main objectives By the end of this lesson you will know how to.. set a working directory in RStudio confirm the location of the working directory with getwd() confirm a file is present with and list.files(pattern = ...) load...
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