INST314 - Statistics for Information Science

Lab Notebooks for INST 314. Click to launch Jupyter notebooks.

Lab 1: R Basics

Lab 2: Descriptive Statistics and Visualizations

Lab 2.5: Publication Quality Tables and Graphs

Lab 3: Chi-Square Tests

Lecture 6: One-Sample z- and t-tests

Lab 4: One-Sample t-tests

Lecture 7: Two-Sample t-tests

Lab 5: Two-Sample t-tests

Lecture 8: One-Way ANOVA

Lab 6: One-Way ANOVA

Lecture 9: Two-Way ANOVA

Lab 7: Two-Way ANOVA

Lecture 10: Correlations

Lab 8: Correlations

Lecture 11: Simple Linear Regression (OLS)

Lab 9: Simple Linear Regression

Lecture 12: Multiple Linear Regression - Part 1

Lecture 12: Multiple Linear Regression - Part 2

Lab 10: Multiple Linear Regression

Name		Name	Last commit message	Last commit date
Latest commit History 79 Commits
.ipynb_checkpoints		.ipynb_checkpoints
1_basics_images		1_basics_images
images		images
pqimages		pqimages
201709-CAH_PulseOfTheNation_Raw.csv		201709-CAH_PulseOfTheNation_Raw.csv
201710-CAH_PulseOfTheNation_Raw.csv		201710-CAH_PulseOfTheNation_Raw.csv
201806-CAH_PulseOfTheNation_Raw.csv		201806-CAH_PulseOfTheNation_Raw.csv
Central_Limit_Theorem_Demo.ipynb		Central_Limit_Theorem_Demo.ipynb
Lab10_multipleregression.ipynb		Lab10_multipleregression.ipynb
Lab1_RBasics.ipynb		Lab1_RBasics.ipynb
Lab2_Descriptive_Stats_and_Viz.ipynb		Lab2_Descriptive_Stats_and_Viz.ipynb
Lab2_PQ_output_desc_viz.ipynb		Lab2_PQ_output_desc_viz.ipynb
Lab4_one_sample_t.ipynb		Lab4_one_sample_t.ipynb
Lab5_two_sample_t.ipynb		Lab5_two_sample_t.ipynb
Lab6_onewayANOVA.ipynb		Lab6_onewayANOVA.ipynb
Lab7_twowayANOVA.ipynb		Lab7_twowayANOVA.ipynb
Lab8_Correlations.ipynb		Lab8_Correlations.ipynb
Lab9_simpleOLS.ipynb		Lab9_simpleOLS.ipynb
Lab_3_Chi_Square.ipynb		Lab_3_Chi_Square.ipynb
Lecture10_Correlations.ipynb		Lecture10_Correlations.ipynb
Lecture11_SimpleLinearRegression.ipynb		Lecture11_SimpleLinearRegression.ipynb
Lecture12_MLR_PartONE.ipynb		Lecture12_MLR_PartONE.ipynb
Lecture12_MLR_PartTWO.ipynb		Lecture12_MLR_PartTWO.ipynb
Lecture6_one_sample_t_and_z.ipynb		Lecture6_one_sample_t_and_z.ipynb
Lecture7_twosamplet.ipynb		Lecture7_twosamplet.ipynb
Lecture8_onewayANOVA.ipynb		Lecture8_onewayANOVA.ipynb
Lecture9_twowayANOVA.ipynb		Lecture9_twowayANOVA.ipynb
README.md		README.md
SSA.PNG		SSA.PNG
SSAB.PNG		SSAB.PNG
SSABE.PNG		SSABE.PNG
SSB.PNG		SSB.PNG
SST.PNG		SST.PNG
anes.rds		anes.rds
anes2.rds		anes2.rds
anovatab.PNG		anovatab.PNG
base_plot.png		base_plot.png
bbdata.rds		bbdata.rds
boxplotsix.png		boxplotsix.png
cah_numdesc.doc		cah_numdesc.doc
cah_numdesc.html		cah_numdesc.html
cah_numdesc.png		cah_numdesc.png
cah_numdesc2.png		cah_numdesc2.png
cahpoll9.rds		cahpoll9.rds
defs.PNG		defs.PNG
dof.PNG		dof.PNG
file518c4ae3571e.log		file518c4ae3571e.log
file518ccb940a.log		file518ccb940a.log
gt_aov_table.png		gt_aov_table.png
ht.html		ht.html
install.R		install.R
kale_hunt.html		kale_hunt.html
kale_hunt.png		kale_hunt.png
lastplot.png		lastplot.png
mod3.png		mod3.png
my_gt_table.png		my_gt_table.png
mygssdata.rds		mygssdata.rds
pq_anova.png		pq_anova.png
rsqfunctions.R		rsqfunctions.R
runtime.txt		runtime.txt
sci_good_tab.docx		sci_good_tab.docx
sci_good_table.png		sci_good_table.png
sci_robot_tab.html		sci_robot_tab.html
sci_robot_tab.png		sci_robot_tab.png
slide_42.jpg		slide_42.jpg
small_gss.csv		small_gss.csv
small_gss.xlsx		small_gss.xlsx
tformula.PNG		tformula.PNG

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