Statistics Videos by Brett Herren
- Page ID
- 39486
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\(\newcommand{\avec}{\mathbf a}\) \(\newcommand{\bvec}{\mathbf b}\) \(\newcommand{\cvec}{\mathbf c}\) \(\newcommand{\dvec}{\mathbf d}\) \(\newcommand{\dtil}{\widetilde{\mathbf d}}\) \(\newcommand{\evec}{\mathbf e}\) \(\newcommand{\fvec}{\mathbf f}\) \(\newcommand{\nvec}{\mathbf n}\) \(\newcommand{\pvec}{\mathbf p}\) \(\newcommand{\qvec}{\mathbf q}\) \(\newcommand{\svec}{\mathbf s}\) \(\newcommand{\tvec}{\mathbf t}\) \(\newcommand{\uvec}{\mathbf u}\) \(\newcommand{\vvec}{\mathbf v}\) \(\newcommand{\wvec}{\mathbf w}\) \(\newcommand{\xvec}{\mathbf x}\) \(\newcommand{\yvec}{\mathbf y}\) \(\newcommand{\zvec}{\mathbf z}\) \(\newcommand{\rvec}{\mathbf r}\) \(\newcommand{\mvec}{\mathbf m}\) \(\newcommand{\zerovec}{\mathbf 0}\) \(\newcommand{\onevec}{\mathbf 1}\) \(\newcommand{\real}{\mathbb R}\) \(\newcommand{\twovec}[2]{\left[\begin{array}{r}#1 \\ #2 \end{array}\right]}\) \(\newcommand{\ctwovec}[2]{\left[\begin{array}{c}#1 \\ #2 \end{array}\right]}\) \(\newcommand{\threevec}[3]{\left[\begin{array}{r}#1 \\ #2 \\ #3 \end{array}\right]}\) \(\newcommand{\cthreevec}[3]{\left[\begin{array}{c}#1 \\ #2 \\ #3 \end{array}\right]}\) \(\newcommand{\fourvec}[4]{\left[\begin{array}{r}#1 \\ #2 \\ #3 \\ #4 \end{array}\right]}\) \(\newcommand{\cfourvec}[4]{\left[\begin{array}{c}#1 \\ #2 \\ #3 \\ #4 \end{array}\right]}\) \(\newcommand{\fivevec}[5]{\left[\begin{array}{r}#1 \\ #2 \\ #3 \\ #4 \\ #5 \\ \end{array}\right]}\) \(\newcommand{\cfivevec}[5]{\left[\begin{array}{c}#1 \\ #2 \\ #3 \\ #4 \\ #5 \\ \end{array}\right]}\) \(\newcommand{\mattwo}[4]{\left[\begin{array}{rr}#1 \amp #2 \\ #3 \amp #4 \\ \end{array}\right]}\) \(\newcommand{\laspan}[1]{\text{Span}\{#1\}}\) \(\newcommand{\bcal}{\cal B}\) \(\newcommand{\ccal}{\cal C}\) \(\newcommand{\scal}{\cal S}\) \(\newcommand{\wcal}{\cal W}\) \(\newcommand{\ecal}{\cal E}\) \(\newcommand{\coords}[2]{\left\{#1\right\}_{#2}}\) \(\newcommand{\gray}[1]{\color{gray}{#1}}\) \(\newcommand{\lgray}[1]{\color{lightgray}{#1}}\) \(\newcommand{\rank}{\operatorname{rank}}\) \(\newcommand{\row}{\text{Row}}\) \(\newcommand{\col}{\text{Col}}\) \(\renewcommand{\row}{\text{Row}}\) \(\newcommand{\nul}{\text{Nul}}\) \(\newcommand{\var}{\text{Var}}\) \(\newcommand{\corr}{\text{corr}}\) \(\newcommand{\len}[1]{\left|#1\right|}\) \(\newcommand{\bbar}{\overline{\bvec}}\) \(\newcommand{\bhat}{\widehat{\bvec}}\) \(\newcommand{\bperp}{\bvec^\perp}\) \(\newcommand{\xhat}{\widehat{\xvec}}\) \(\newcommand{\vhat}{\widehat{\vvec}}\) \(\newcommand{\uhat}{\widehat{\uvec}}\) \(\newcommand{\what}{\widehat{\wvec}}\) \(\newcommand{\Sighat}{\widehat{\Sigma}}\) \(\newcommand{\lt}{<}\) \(\newcommand{\gt}{>}\) \(\newcommand{\amp}{&}\) \(\definecolor{fillinmathshade}{gray}{0.9}\)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=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
Experimental vs. Observational Studies
https://www.youtube.com/watch?v=ex5lT_pa84Y
https://www.youtube.com/watch?v=DQlWWBeV4gg
https://www.youtube.com/watch?v=jRPBE7Ni4iw
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://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.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