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Statistics Videos by Brett Herren

Statistics Videos by Brett Herren

Last updated

Nov 16, 2023
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- Rejection Region Visualization
- Statistics Videos by Larry Green

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This is a collection of video solutions to example exercises that align with the OpenStax textbook: Introductory Statistics. The chapters listed are aligned with the textbook, but the sections within those chapters are different). The example problems themselves are part of a course located on MyOpenMath: Math 11 (03) - Elem Statistics - Fall 2023. The videos listed below are also linked at the bottom of each exercise in this MyOpenMath course. This course on MyOpenMath may be freely copied and edited.

1.1 - Statistical Definitions and Key Terms

https://www.youtube.com/watch?v=dZyDujmWdt0

https://www.youtube.com/watch?v=CUd2jaQa99c

https://www.youtube.com/watch?v=bT4cCwvWsR4

https://www.youtube.com/watch?v=a3s_gbL3JxM

https://www.youtube.com/watch?v=hpU67SDGnb4

https://www.youtube.com/watch?v=wdmwgs4G51o

https://www.youtube.com/watch?v=foPRMSW0Nd8

https://www.youtube.com/watch?v=8GV3lAWvAhU

https://www.youtube.com/watch?v=LrzRmaX2ktk

1.2 – Data, Sampling, and Variation

Frequency Tables:

https://www.youtube.com/watch?v=RDnZ2RicuvA

https://www.myopenmath.com/assessment/watchvid.php?url=https%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DDOB0dcRe8cc%26t%3D1s

https://www.myopenmath.com/assessment/watchvid.php?url=https%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3Dbr5UaDeqbhU%26t%3D2s

https://www.myopenmath.com/assessment/watchvid.php?url=https%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DRXxcwrBCXgo

Experimental vs. Observational Studies

https://www.youtube.com/watch?v=ex5lT_pa84Y

https://www.youtube.com/watch?v=DQlWWBeV4gg

https://www.myopenmath.com/assessment/watchvid.php?url=https%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DtuE-rCCGYYc

https://www.youtube.com/watch?v=jRPBE7Ni4iw

https://www.myopenmath.com/assessment/watchvid.php?url=https%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DnacSlSczqgo

https://www.youtube.com/watch?v=v5kiDCUMdEk

https://www.youtube.com/watch?v=v5kiDCUMdEk&t=1s

https://www.youtube.com/watch?v=lTd6odZd_N8

2.1 – Stem and Leaf Graphs, Histograms, Percentiles

Stem and Leaf Graphs:

https://www.youtube.com/watch?v=MHHxHeFJQhs

https://www.youtube.com/watch?v=86qIDFZhzmM

https://www.youtube.com/watch?v=yM2V4eCJk_w

https://www.youtube.com/watch?v=mnZI-J6xB8w

Histrograms:

https://www.youtube.com/watch?v=z6c23hgqTRA&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=90

https://www.youtube.com/watch?v=WbwkiWFz27M&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=97

Percentile:

https://www.youtube.com/watch?v=IDRn4I7apHA

https://www.youtube.com/watch?v=07Axl0qoBKw&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=92

https://www.youtube.com/watch?v=Tgwi9MpRkAc&list=PLS0s4xktsufvVDnfnERh0Pm_QZmq_6H-g&index=62

https://www.youtube.com/watch?v=axmJd445aCA&list=PLS0s4xktsufvVDnfnERh0Pm_QZmq_6H-g&index=64

2.2 – Box Plots

https://www.youtube.com/watch?v=-IMHaFAtlec

https://www.youtube.com/watch?v=lvRfs_mT-Qs

https://www.youtube.com/watch?v=Tgx8Z8w-WO8

https://www.youtube.com/watch?v=R_ZwRkXzX8k

2.3 – Measures of Center and Spread

Mean, Median, Mode:

https://www.youtube.com/watch?v=Yram7fBeOC4

https://www.youtube.com/watch?v=WVE-goq4oy8&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=105

Mean and Median from Frequency Distribution:

https://www.youtube.com/watch?v=J1kON-KBbZ4

https://www.youtube.com/watch?v=UN0_BYHArUs&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=103

https://www.youtube.com/watch?v=8xBrkJ_96ys&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=104

Standard Deviation:

https://www.youtube.com/watch?v=t4DA4fBvsrk

https://www.youtube.com/watch?v=XQ3qmNcCgsk&t=1s

https://www.youtube.com/watch?v=YKkv3aFVG20&t=1s

https://www.youtube.com/watch?v=1E7DiePJb80&t=1s

https://www.youtube.com/watch?v=rmA3tWQ9VlM&t=1s

https://www.youtube.com/watch?v=yyB9NYbMAHA

Z-score:

https://www.youtube.com/watch?v=8wzhybyv4FI&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=108

https://www.youtube.com/watch?v=ln85iJHmspo&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=101

3.1 – Probability (concepts, tables, complements):
https://www.youtube.com/watch?v=5h_Fd7Ry1BQ&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=110

https://www.youtube.com/watch?v=tP22dwlYWC0&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=112

https://www.youtube.com/watch?v=v3xdEhKz1qo

https://www.youtube.com/watch?v=5gHl-j8_lnY&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=109

https://www.youtube.com/watch?v=OdWvOxO1CbQ&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=111

https://www.youtube.com/watch?v=hQFFKs3c9fY&list=PLS0s4xktsufvVDnfnERh0Pm_QZmq_6H-g&index=43

https://www.youtube.com/watch?v=4QLordjRGyI&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=118

https://www.youtube.com/watch?v=0vn4veF1Ujk&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=114

https://www.youtube.com/watch?v=WL2PlPyJlVU&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=113

3.2 – Probability (and/or, Add and Multiply)

Probability with Flipping Coins:

https://www.youtube.com/watch?v=Igt-m4DkFAo

https://www.youtube.com/watch?v=gd01RNJMtH0

Probability with “And”:

https://www.youtube.com/watch?v=nQZzTtMMkKg&t=3s

https://www.youtube.com/watch?v=Wfuct6e6Rzw&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=124

Probability Tables:

https://www.youtube.com/watch?v=pw_E7QBTdGM&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=119

https://www.youtube.com/watch?v=FmvHs1PVY64&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=122

https://www.youtube.com/watch?v=EJ0et50tH7o&t=1s

https://www.youtube.com/watch?v=apE0nixdecg&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=126

Probability with “at least one”:

https://www.youtube.com/watch?v=yfRE38F3Vpw&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=127

https://www.youtube.com/watch?v=BNA-lOfK0_k&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=120

https://www.youtube.com/watch?v=5iVrgrFntI0&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=123

3.3 – Conditional Probability

https://www.youtube.com/watch?v=LTr6nYZO9hw

https://www.youtube.com/watch?v=BEfsJYN0LMg

https://www.youtube.com/watch?v=nLeHaNR9s-g&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=125

https://www.youtube.com/watch?v=dbR9-t9y9y4&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=132

https://www.youtube.com/watch?v=C_hhg-Nuj1g&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=130

https://www.youtube.com/watch?v=G6ZtBHxxyBE

https://www.youtube.com/watch?v=Uv73is3egyc&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=131

https://www.youtube.com/watch?v=6cJR7Afu2a0

Chapter 4: Discrete Probability and Binomial Distribution

Expected Value:

https://www.youtube.com/watch?v=eWo-zRwNHMk&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=133

https://www.youtube.com/watch?v=vaEwLXrayyE&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=169

https://www.youtube.com/watch?v=R4GFOm7l7Bc&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=135

https://www.youtube.com/watch?v=4CGCahpxuYM&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=142

https://youtu.be/Cj0KewFSohQ

https://www.youtube.com/watch?v=A8s-ZGisMi0

https://www.youtube.com/watch?v=47nrI--kIKc&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=141

https://www.youtube.com/watch?v=kaTU7O5jlqA&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=137

https://www.youtube.com/watch?v=UtMMmCoaaPo&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=140

Binomial Distribution:

https://www.youtube.com/watch?v=Pb76WyLXxHo&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=144

Chapter 6 – The Normal Distribution

https://www.youtube.com/watch?v=FB6ZEeu6BW4&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=148

https://www.youtube.com/watch?v=4j1-M7kx9VQ&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=149

https://www.youtube.com/watch?v=yTHXbm1DDio&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=145

https://www.youtube.com/watch?v=ysDWwdZdWGY&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=147

Chapter 7 – The Central Limit Theorem

https://www.youtube.com/watch?v=MF0FoE7YVOU&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=152

https://www.youtube.com/watch?v=htx5XpFJGuM&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=150

https://www.youtube.com/watch?v=qQ8phY24NwE&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=153

Chapter 8 – Confidence Intervals

8.1- Confidence Intervals with Proportions

https://www.youtube.com/watch?v=vnfrrPsy9ig&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=159

https://www.youtube.com/watch?v=jPkbe_iOll0

https://www.youtube.com/watch?v=95x7QVpkG8k&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=155

https://www.youtube.com/watch?v=pCesz91KaWw&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=160

https://www.youtube.com/watch?v=8kg9AKOeJLk

https://www.youtube.com/watch?v=BnJDIeAhsxM&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=156

https://www.youtube.com/watch?v=zzhYji2EGf0&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=158

8.2 – Confidence Intervals with Means

https://www.youtube.com/watch?v=p-zDuz1dd_Y&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=165

https://www.youtube.com/watch?v=Mh2DtXU2Hew&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=164

https://www.youtube.com/watch?v=6Bjwi0Nubto&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=168

https://www.youtube.com/watch?v=-1tW53hhkC4&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=166

8.3 – Confidence Interval Sample Size

https://www.youtube.com/watch?v=53kXzNUar1g&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=171

https://www.youtube.com/watch?v=jWa_voCMVE0&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=170

https://www.youtube.com/watch?v=Dx6q5L59TLI&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=175

8.4 – Confidence Interval Concepts

https://www.youtube.com/watch?v=xiBUk_mJHN4&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=181

https://www.youtube.com/watch?v=7KsKNt_BrgE&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=173

https://www.youtube.com/watch?v=WgFfpZe1dXo&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=180

https://www.youtube.com/watch?v=vxyAzTUXTtw&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=174

https://www.youtube.com/watch?v=kA2AyMgkpO0&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=177

https://www.youtube.com/watch?v=mNpniUY4aIA&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=178

https://www.youtube.com/watch?v=9l1f_FZhsf0&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=176

https://www.youtube.com/watch?v=ou054A54A6Y&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=179

https://www.youtube.com/watch?v=rF3F7pdKBeA&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=182

Chapter 9 – Hypothesis Testing with One Sample

9.1 - Hypothesis Testing for a Single Proportion

https://www.youtube.com/watch?v=jcXpDPWycJk

https://www.youtube.com/watch?v=Q2_g62lM598

https://www.youtube.com/watch?v=i_n9aAjPTO4

9.2 - Hypothesis Testing for a Single Mean

https://www.youtube.com/watch?v=DGQ9rO9PjT4&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=188

https://www.youtube.com/watch?v=sxTGRQDSf7k&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=189

https://www.youtube.com/watch?v=AI7oLIql7nM

https://www.youtube.com/watch?v=68tF693NWDY&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=187

9.3 - Hypothesis Testing Concepts

https://www.youtube.com/watch?v=fUtpmCkPA-c

https://www.youtube.com/watch?v=4n9CE5S4ybQ&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=197

https://www.youtube.com/watch?v=EwIpPoOpJpE&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=192

https://www.youtube.com/watch?v=_Mx9e2we4G4&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=193

Type I and II Errors:

https://www.youtube.com/watch?v=bSV93xxLAl0&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=203

https://www.youtube.com/watch?v=DSt5_n3OJwU&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=195

https://www.youtube.com/watch?v=fOUDm91RVK4&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=194

https://www.youtube.com/watch?v=Yxz_2KCREeg&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=201

https://www.youtube.com/watch?v=Irw6ChYfpFs&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=202

https://www.youtube.com/watch?v=vX5KjKq38EQ&list=PLS0s4xktsuftA2uCdM-cRhJRxUS1UmHW-&index=198

Chapter 10 – Hypothesis Testing for Two Samples

10.1 – Hypothesis Test and Confidence Interval for a Difference Between Two Proportions

Hypothesis Test for a Difference Between Two Proportions

https://www.youtube.com/watch?v=3waJYkOtU5w

https://www.youtube.com/watch?v=yQpOzTUONfE

https://www.youtube.com/watch?v=iBMjYJnsf0s

Confidence Interval for a Difference Between Two Proportions

https://www.youtube.com/watch?v=XpmPSLBlrWk

https://www.youtube.com/watch?v=uIpY-zBsUQs

10.2 – Hypothesis Test and Confidence Interval for a Difference Between Two Means

Hypothesis Test for a Difference Between Two Means

https://www.youtube.com/watch?v=BgBE8mjsTpM&t=3s

https://www.youtube.com/watch?v=NdVYcZZAFqw&t=2s

Confidence Interval for a Difference Between Two Means

https://www.youtube.com/watch?v=Y1ychOOQSZI&t=916s

https://www.youtube.com/watch?v=jDFhH42bGQ4

10.3 – Hypothesis Test and Confidence Interval for Matched Pairs Samples

Hypothesis Test for Matched Pairs Samples

https://www.youtube.com/watch?v=T7J5vaHKt5w

Confidence Interval for Matched Pairs Samples

https://www.youtube.com/watch?v=laXP91zDiKw

10.4 – Concepts for Confidence Intervals for a Difference Between Two Samples

Recognizing Matched Pairs and Independent Samples

https://www.youtube.com/watch?v=W25QzoelVXw&t=1s

The Meaning of a Confidence Interval for the Difference Between Two Means

https://www.youtube.com/watch?v=wHBFmS4pQNY

https://www.youtube.com/watch?v=eLM6Ey8TwAY

https://www.youtube.com/watch?v=55Zvws0qFSc

Chapter 11 – The Chi-Square Distribution

11.1 – Chi-Square Test for Goodness of Fit

https://www.youtube.com/watch?v=y1cJkOI61gg&t=4s

https://www.youtube.com/watch?v=oLdLMvFM9sg&t=4s

https://www.youtube.com/watch?v=jVTaC6n3eVo

11.2 – Chi-Square Test for Homogeneity

https://www.youtube.com/watch?v=9-4_Lbt8VsY&list=UUHuDEJJGOKS_bkHT1IH8NxQ&index=15

https://www.youtube.com/watch?v=IxWI7szuxfM&list=UUHuDEJJGOKS_bkHT1IH8NxQ&index=1

11.3 – Chi-Square Test for Independence

https://www.youtube.com/watch?v=kE0CmYp8lLE

https://www.youtube.com/watch?v=VSLrp2Bcl-A

11.4 – Concepts for Goodness of Fit, Homogeneity, and Independence

https://www.youtube.com/watch?v=QuN-oDe82VM

https://www.youtube.com/watch?v=Lr3EQpoawE0&list=UUHuDEJJGOKS_bkHT1IH8NxQ&index=14

https://www.youtube.com/watch?v=DBhJ-OZfg3g

https://www.youtube.com/watch?v=UL1BzwNbA-Q

https://www.youtube.com/watch?v=ZMlnkBmc2Kc

https://www.youtube.com/watch?v=OnQMk5Hmewg

https://www.youtube.com/watch?v=ltyDl3mRZRs

https://www.youtube.com/watch?v=sXr9lnHohrY

Chapter 12 – Linear Regression and Correlation

12.1 – Linear Correlation

https://www.myopenmath.com/assessment/watchvid.php?url=https%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DluGI_UBtUrI

https://www.youtube.com/watch?v=wuvpiQAFghE&list=UUHuDEJJGOKS_bkHT1IH8NxQ&index=9

https://www.youtube.com/watch?v=FhiflKP1iYg&list=UUHuDEJJGOKS_bkHT1IH8NxQ&index=17

https://www.youtube.com/watch?v=s14pyUSdqKY&t=1s

https://www.youtube.com/watch?v=LOxKh2LC0qI&list=UUHuDEJJGOKS_bkHT1IH8NxQ&index=5

https://www.youtube.com/watch?v=NM0XJ8UaCXs&list=UUHuDEJJGOKS_bkHT1IH8NxQ&index=2

https://www.youtube.com/watch?v=kleTKMWmCjE&list=UUHuDEJJGOKS_bkHT1IH8NxQ&index=7

https://www.youtube.com/watch?v=otnFxGn1dEY&list=UUHuDEJJGOKS_bkHT1IH8NxQ&index=3

https://www.youtube.com/watch?v=2JkRlQIn7X4&list=UUHuDEJJGOKS_bkHT1IH8NxQ&index=1

https://www.youtube.com/watch?v=VP6zQK9GZEE&list=UUHuDEJJGOKS_bkHT1IH8NxQ&index=12

https://www.youtube.com/watch?v=tJ1osR0ZW9Y

12.2 – Linear Regression (full regression analysis)

https://www.youtube.com/watch?v=ylKfG2w1q7I

https://www.youtube.com/watch?v=vEJetUVmaoE

Chapter 13 – Analysis of Variance

13.1 – One Way Analysis of Variance

One Way Analysis of Variance (3 Samples)

https://www.youtube.com/watch?v=CJ6JdOcIq2w&t=3s

Concepts for One Way Analysis of Variance

https://www.youtube.com/watch?v=OykPKxslBFU&t=3s

https://www.youtube.com/watch?v=yEuRkRjCxAk&t=3s

https://www.youtube.com/watch?v=LPSsdl8U5PM&t=2s

https://www.youtube.com/watch?v=C_lN4Xy6uEg&t=1s

https://www.youtube.com/watch?v=nZWQCTE6huw&t=5s

13.2 – Two Way Analysis of Variance

https://www.youtube.com/watch?v=OkparfViM7g

https://www.youtube.com/watch?v=He-aZMco6JI&t=9s

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