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Resources","sub_category":"Soil and Land","monthly_downloads":0,"total_dependent_repos":0,"total_dependent_packages":0,"readme":"\u003c!-- this document was built from README.Rmd; make changes there then Knit to .md --\u003e\n\n\u003cimg src=\"book/static-figures/logo.jpg\" width=\"100%\"\u003e\n\n#### 2024-01-16\n\n### **[Precourse Assignment](http://ncss-tech.github.io/stats_for_soil_survey/book/index.html)**\n\n------------------------------------------------------------------------\n\n## Part 1\n\n### [**Chapter 1:** *Introduction to R*](http://ncss-tech.github.io/stats_for_soil_survey/book/intro.html)\n\n-   #### [Final Project](http://ncss-tech.github.io/stats_for_soil_survey/misc/10_final_project/10_final_project.html)\n\n-   #### [Presentation](http://ncss-tech.github.io/stats_for_soil_survey/presentations/1_introduction/ch1_prez.pptx)\n\n-   #### [GitHub](https://ncss-tech.github.io/stats_for_soil_survey/presentations/1_introduction/github.html)\n\n-   #### [R Data Types](http://ncss-tech.github.io/stats_for_soil_survey/misc/2a_appendix_data_types.html)\n\n### [**Chapter 2:** *The Data We Use*](http://ncss-tech.github.io/stats_for_soil_survey/book/data.html)\n\n-   #### [Presentation](http://ncss-tech.github.io/stats_for_soil_survey/presentations/2a_tabular_data/2a_tabular_data.html)\n\n-   #### [Generalized Horizons w/ Loafercreek](http://ncss-tech.github.io/stats_for_soil_survey/exercises/genhz_homework.html)\n\n### [**Chapter 3:** *Exploratory Data Analysis*](http://ncss-tech.github.io/stats_for_soil_survey/book/eda.html)\n\n-   #### [Presentation](https://ncss-tech.github.io/stats_for_soil_survey/presentations/4_exploratory_data_analysis/ch4_prez.html)\n\n-   #### [Shiny Apps](http://ncss-tech.github.io/stats_for_soil_survey/presentations/4_exploratory_data_analysis/shiny_app_pres.html)\n\n\u003c!-- \n    - Extras\n      - [TEUI](http://ncss-tech.github.io/stats_for_soil_survey/chapters/4_exploratory_analysis/4_teui.html)\n      - [ArcGIS](http://ncss-tech.github.io/stats_for_soil_survey/chapters/4_exploratory_analysis/4_arcgis.html)\n      - [Shiny Apps](http://ncss-tech.github.io/stats_for_soil_survey/chapters/4_exploratory_analysis/4_shiny_app.html)\n--\u003e\n\n### [**Chapter 4:** *Spatial Data in R*](http://ncss-tech.github.io/stats_for_soil_survey/book/spatial.html)\n\n-   #### [Creating Maps with R](https://smroecker.github.io/soil-pit/2019_creating_maps_with_R.html)\n\n### [**Chapter 5:** *Sampling*](http://ncss-tech.github.io/stats_for_soil_survey/book/sampling.html)\n\n-   #### [Presentation](https://github.com/ncss-tech/stats_for_soil_survey/raw/master/presentations/3_sampling/sampling_fy22.pptx)\n\n------------------------------------------------------------------------\n\n## Part 2\n\n### [**Chapter 1:** *Introduction*](http://ncss-tech.github.io/stats_for_soil_survey/book2/intro.html)\n\n-   #### [Review](https://github.com/ncss-tech/stats_for_soil_survey/raw/master/presentations/Part%202%20Intro.pptx)\n\n-   #### [Final Project](http://ncss-tech.github.io/stats_for_soil_survey/misc/10_final_project/10_final_project.html)\n\n### [**Chapter 2:** *Model Evaluation*](http://ncss-tech.github.io/stats_for_soil_survey/book2/model-evaluation.html)\n\n-   #### [Presentation](https://github.com/ncss-tech/stats_for_soil_survey/raw/master/presentations/9_uncert_validation/9.%20Uncertainty_and_Validation_Beaudette.pptx)\n\n-   #### [Categorical Predictions](http://ncss-tech.github.io/stats_for_soil_survey/book2/acc-unc-categorical-data.html)\n\n-   #### [Modeling Frameworks](http://ncss-tech.github.io/stats_for_soil_survey/book2/commentary-selecting-a-modeling-framework.html)\n\n### [**Chapter 3:** *Numerical Taxonomy and Ordination*](http://ncss-tech.github.io/stats_for_soil_survey/book2/numerical-tax.html)\n\n-   #### [Assignment 1](http://ncss-tech.github.io/stats_for_soil_survey/exercises/numerical-taxonomy/assignment-1.html)\n\n### [**Chapter 4:** *Linear Regression*](http://ncss-tech.github.io/stats_for_soil_survey/book2/linear-regression.html)\n\n-   #### [Presentation](http://ncss-tech.github.io/stats_for_soil_survey/presentations/6_linear_regression/linear_regression_pres.html)\n\n### [**Chapter 5:** *Generalized Linear Models*](http://ncss-tech.github.io/stats_for_soil_survey/book2/glm.html)\n\n-   #### [Presentation](http://ncss-tech.github.io/stats_for_soil_survey/presentations/7_logistic_regression/ch7_prez.html)\n\n### [**Chapter 6:** *Tree-based models*](http://ncss-tech.github.io/stats_for_soil_survey/book2/tree-based-models.html)\n\n-   #### [Presentation](https://github.com/ncss-tech/stats_for_soil_survey/raw/master/presentations/8_tree_models/Presentation_Tree_Models2021.pptx)\n\n-   #### [Exercise Worksheet](https://github.com/ncss-tech/stats_for_soil_survey/raw/master/exercises/tree-models/Exercise_Tree_Models2021.pdf)\n\n-   #### [Exercise Script](https://raw.githubusercontent.com/ncss-tech/stats_for_soil_survey/master/exercises/tree-models/Exercise_Tree_Models2021.R)\n\n------------------------------------------------------------------------\n","funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":["nasis","soil-data-access","kssl","soilweb","ncss-tech","ssurgo","ssurgo-datasets","ssurgo-tools","web-soil-survey","documention"],"project_url":"https://ost.ecosyste.ms/api/v1/projects/18006","html_url":"https://ost.ecosyste.ms/projects/18006"}