Introduction to Two Way ANOVA (Factorial Analysis)

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  • Опубликовано: 5 янв 2025

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  • @statisticsfun
    @statisticsfun  11 лет назад +131

    Dang! That is wonderful to hear that you think my work is a masterpiece. I really appreciate that because I do put a lot of time and energy into my videos.

    • @jonnysmith6673
      @jonnysmith6673 4 года назад

      do you have a series on anova and modeling/testing in r studio

    • @the_Timmy_93
      @the_Timmy_93 4 года назад +1

      what makes it a masteriece is that after each essential sentence or statement you take a second thus giving an audience time to understand

    • @vees_magic_barbell
      @vees_magic_barbell 3 года назад

      Thank you so much for this, you've saved my life (and my grades). This is genuinely such a simple concept to grasp when explained like this - I wish all of my math teachers and lecturers had explained the logic behind these concepts like you do because I would have fallen in love with mathematics sooner.

    • @lawjef
      @lawjef 3 года назад

      Saying your own work product is a “masterpiece” seemingly apropos of nothing (at least post it as a reply to a viewer comment) is going to make you appear a lot more arrogant than you probably are. It’s a cheap “social proof” advertising technique

  • @jaisharma4710
    @jaisharma4710 4 года назад +99

    No one has been this good at teaching ANOVA literally

    • @vees_magic_barbell
      @vees_magic_barbell 3 года назад +1

      Seriously! I'm taking second year stats for psychology and our uni brought in a PhD candidate guest lecturer for this concept (literally the most complicated part of the course) who took a whole hour to explain what this video did in 10 minutes 🤦‍♀️

    • @lawjef
      @lawjef 3 года назад

      You mean apart from at least a half dozen other RUclips videos? Literally.

  • @ThyMousa
    @ThyMousa 10 лет назад +95

    WOW, spot on man. So far your videos have been the cleanest, and most presentable for easy visual learning, and your explanations the most straightforward, practical, and logically applicable! Truly beautiful. You have a gift, don't stop, please!

  • @statisticsfun
    @statisticsfun  11 лет назад +79

    I use a variety of different software including photoshop, illustrator, HTML5, Final Cut, GarageBand and a few other products. Each video takes me a long time to create. My rule of thumb is each minute of video takes about 12 hours to create, so a 7 minute video takes me about 84 hours of development time.

    • @user-bz7fj1fk2m
      @user-bz7fj1fk2m 4 года назад +4

      N.B. who said it " a blessed mind is too busy for good." Dear Prof. STAY Blessed.
      "1 minute of video takes about 12 hours".....U R exceptional!!!

    • @sanjaykrish8719
      @sanjaykrish8719 2 года назад +3

      Generations all over the world benefit from your incredible content. Thank you a lot

    • @nikitampmaurya
      @nikitampmaurya 2 года назад +2

      You are the best!

    • @neighbourskid
      @neighbourskid Год назад

      that's not very efficient ngl

    • @yaweli2968
      @yaweli2968 Год назад

      We appreciate your time, effort and dedication. Also, your explanations are saving grades. Thanks.

  • @buskerscat
    @buskerscat 2 года назад +5

    One of the most straight forward and most structured tutorials I have seen so far! Keep on!

  • @201110marcus
    @201110marcus 11 лет назад +25

    Thanks a lot for this. I'm a visual guy, and this really helps sort it out for me. As a college senior (age 62) I can use all the help I can get. Thanks again!

    • @redkarryn
      @redkarryn 4 года назад +3

      College senior here at 45 yo! *waves*

  • @jamesanderson2939
    @jamesanderson2939 4 года назад +1

    Seven years have gone by and this is still the best video out there for two-way ANOVA. Prove me wrong I'll wait
    (As in, this video is awesome... but if you can prove me wrong I'd appreciate it. There are some really impressive videos out there for linear algebra, calculus, etc that this doesn't quite compare to)

  • @Derek-y9q
    @Derek-y9q 11 лет назад +1

    Wow am truly impressed that you could convey 2 lectures worth of material in 8 min. Loved it!!!

  • @katieb1996
    @katieb1996 2 года назад +4

    You are deadset incredible. Our entire class is struggling with our lecturer who makes a lot of errors and is not good at explaining concepts. We have completely been reliant on you and are all planning to include this in our unit feedback so that the university may have a look and see what is expected of succinct teaching. Thank you thank you thank you

  • @anastasiaschild3941
    @anastasiaschild3941 7 лет назад

    You are amazing, please don't ever stop making these videos. You're helping so many of us undergrads finally understand stats, when our lecturers suck! Keep it up!

  • @domc246
    @domc246 10 лет назад +8

    I'm not sure about the claim that statistics is fun, but your videos definitely make it easier.

  • @musAKulture
    @musAKulture 5 лет назад

    this was amazing. i hated stats because the profs and teachers keep using big words and throw this ratio that ratio and whatnot right at the beginning.
    with your example and very clear presentation, i was able to understand the concept behind ANOVA perfectly, within minutes!

  • @shanmugapriyak7269
    @shanmugapriyak7269 4 года назад

    It is very clear and step by step explanation of two way ANOVA. Glad that I got to see this video for better understanding. Thanks for this video and I appreciate your work!

  • @sebascarrion11
    @sebascarrion11 5 лет назад

    Man, you just made statistics more enjoyable. Please keep up the good work!

  • @WilliamSones
    @WilliamSones 10 лет назад +2

    It's a great introduction, It's been about 4 years since I last used two-way ANOVA and needed a quick reminder. I remember covering at Mach 7 during my course using algebra so I liked your gentle pace. The only suggestion I have for improvement is to provide better explanation of the concept of interaction otherwise great!

  • @rajendrapradhanang5981
    @rajendrapradhanang5981 11 лет назад

    simple to complex is everyone should seek for, your lectures are perfect for any novice

  • @saebelorn
    @saebelorn Год назад

    Exceptionally well put together video, second time watching and just realising how much it covers while looking simple

  • @IR240474
    @IR240474 7 лет назад +2

    I have this class at 10am!! Thank you for the great explaination, this helped me to understand One_way ANOVA also!

  • @NoorAlam-vg6qk
    @NoorAlam-vg6qk 7 лет назад

    what a way to teach, you got amazing teaching skills, and what a cleanest way to demonstrate, I loved it

  • @pattylavigne0513
    @pattylavigne0513 7 лет назад +3

    Thank you Professor David!!! you help me building confidence in statistics and my research quality! Thank you for all the videos! you are the best!

  • @ayushikukreja6857
    @ayushikukreja6857 3 года назад +1

    Thank you Professor David! Your video has definitely made the concept easier to understand.

  • @raymadani270
    @raymadani270 Год назад +1

    May God fk my uni teacher for getting paid and not being able to teach me a quarter of this single video offers.
    You are a champion, well-put-together video. Proficiency at its best

  • @winmaungaye4696
    @winmaungaye4696 11 лет назад

    Your lecture is really clear and good to understand for me who don't have the experience in statistical analysis. Thanks a lot Sir.

  • @aboahemaa
    @aboahemaa 11 лет назад

    oh wow!!!! I know I'm going to do much better in my stats class now that I have found your videos. Thank you so much for explaining this so clearly and, your visuals are great.

  • @Oasix21
    @Oasix21 7 лет назад

    Great video format, elegantly designed, and easy to follow, you don't put to much information and everything is neatly organized. Great content, keep up the good work!

  • @brilliantnotes
    @brilliantnotes 3 года назад

    Thank you for making this so clear! Your voice sounds really calming too :)

  • @jayjennings5
    @jayjennings5 10 лет назад +1

    Super Helpful!!! I just read a whole chapter in a textbook and after watching this 8 minute video, all is clear!

  • @AIC54
    @AIC54 4 года назад

    Amazing video... like literally the best explanation of this I’ve seen in my years of math 👍🏾

  • @gosiarychowska1537
    @gosiarychowska1537 6 лет назад

    For the first time I feel like I'm beginning to understand statistics!!!! Thank you!!!

  • @johncharles3907
    @johncharles3907 4 года назад

    Very nice visualization! Props! Also the explanation were very easy to understand, I wish there were more content like this in general.

  • @statisticsfun
    @statisticsfun  11 лет назад +1

    Well thank you for that! It is much appreciated.
    Make sure you like MyBookSucks on FaceBook (see link in video description). This will help others find the educational videos.

  • @nesrinedjatouf1108
    @nesrinedjatouf1108 4 года назад

    Im so lucky to have found your videos! thank you.

  • @kurtameyer
    @kurtameyer Год назад

    This is so much better than how it was explained to me in school Thanks!

  • @statisticsfun
    @statisticsfun  11 лет назад +1

    You are very welcome Jakob. Make sure you like MyBookSucks on FaceBook (see link in video description). This will help others find the educational videos.

  • @ahmedhamdy-vw9wc
    @ahmedhamdy-vw9wc 10 лет назад

    Thank you! you don't know how this was helpful in my work, and hoping to see more case studies.

  • @mehanumatabassumomar4524
    @mehanumatabassumomar4524 3 года назад

    Thank you so much...you made ANOVA too easy to understand ..Thank you again

  • @statisticsfun
    @statisticsfun  11 лет назад

    I appreciate you thanking me. Make sure you like MyBookSucks on Facebook (see video description for link). This will help others find the educational videos.

  • @johnumoru9890
    @johnumoru9890 3 года назад

    This gives me a very good understanding of the topic. Very clear

  • @jwil28225
    @jwil28225 10 лет назад

    Very helpful. Keep it up. Clarifying a lot my professors like to speed through.

  • @yaroee1
    @yaroee1 11 лет назад

    thanks, after watching your videos , theory becomes much more easier to understand :)

  • @sundeepkumar7714
    @sundeepkumar7714 7 лет назад

    Beautifully made video & simplified explanation.

  • @maywong9374
    @maywong9374 4 года назад

    thank you very much...this is very clear and helpful.. now at least i know how to proceed with my analysis..

  • @gohsredgar
    @gohsredgar 6 лет назад

    Best explanation ive seen so far!

  • @leyschevesti2598
    @leyschevesti2598 5 лет назад

    This actually saved me. I am already losing hope understanding this topic. Kudos!

  • @lindacabage9843
    @lindacabage9843 11 лет назад

    Thank you so much. I wouldn't be passing stats without you.

  • @micoljoycolico9488
    @micoljoycolico9488 7 лет назад

    I love your video. Thank you a lot, for this video helps me in my statistics. I was scared but with this video I will conquer it with confidence :D

  • @rashedsaeed3241
    @rashedsaeed3241 2 года назад

    Very interesting lecture through visualization methods

  • @statisticsfun
    @statisticsfun  11 лет назад

    You are very welcome too. Make sure you like MyBookSucks on FaceBook (see link in video description). This will help others find the educational videos. I was going to call my company MyProfessorSucks but went with MyBookSucks instead :)

  • @statisticsfun
    @statisticsfun  11 лет назад

    That would be great. I would really appreciate that and other students would appreciate that as well. It may be easier for you to send a message on facebook since you can't have an attachment on RUclips.
    You can find a link the the MyBookSucks FaceBook page in the video description of this video.
    Thanks again!

  • @shrutigupta4829
    @shrutigupta4829 4 года назад

    This is amazing and very helpful...You have made it much clear....

  • @mariamkhairat7980
    @mariamkhairat7980 11 лет назад

    I was wondering wether this two-way ANOVA is the same as a Factorial ANOVA and if so, how to report this step by step. Thank you for all your help!

  • @statisticsfun
    @statisticsfun  11 лет назад

    Thank you very much!
    Make sure you like MyBookSucks on FaceBook (see link in video description). This will help others find the educational videos.

  • @samlacson7760
    @samlacson7760 6 лет назад

    So EASY TO UNDERSTAAAAND! thank you very much for explaining it

  • @michelemcallister6673
    @michelemcallister6673 2 года назад

    Fabulous explanation!! Many thanks!

  • @statisticsfun
    @statisticsfun  11 лет назад

    Brian.. I am not sure what you mean by 2^k designs?

  • @NaveedAhmad-kd6ri
    @NaveedAhmad-kd6ri 9 месяцев назад

    Appreciated you efforts dear 🎉

  • @durainaidu6031
    @durainaidu6031 8 лет назад

    great explanation...i never seen clarity like this

  • @chanamichelle
    @chanamichelle 10 лет назад +3

    I made an A on this section of my stats class! Thank u!

  • @MisterBinx
    @MisterBinx 4 года назад

    I'm probably about to fail my DOE course but I learned a lot. It sucks to have to take it again. This is not a good course to learn without a good teacher.

  • @melh1030
    @melh1030 7 лет назад

    Thank you for making this and the other videos on Two Way ANOVA

  • @dr.rambalimaurya3180
    @dr.rambalimaurya3180 5 лет назад

    SUPERB AND SIMPLE EXPLANATION THANKS A LOT SIR

  • @annastahlhammar8452
    @annastahlhammar8452 4 года назад

    Great video. Lets say I have 2 treatments (factor 1 with two levels) and I have a control group that gets no treatment. I have pre and post-test for all three groups. What test is that? The test-scores are numerical.

  • @AleMaya
    @AleMaya 7 лет назад +4

    this was just too helpful to be true, thank you!

  • @coolbloknaba806
    @coolbloknaba806 3 года назад

    You are an amazing tutor. Thanks 👍

  • @suyon1004
    @suyon1004 10 лет назад

    Excellent presentation/explanation!

  • @maggielaws8350
    @maggielaws8350 2 года назад

    Thank you so much for making and sharing this.

  • @jeedthirlwall5070
    @jeedthirlwall5070 4 года назад

    Hi! If I am planning to compare the effect of two independent variable (say: type of sweetener and daily intake frequency) on one dependent variable (antioxidant capacity), do I still need to have a negative control group? Thank you so much!

  • @psychologytribe6001
    @psychologytribe6001 3 года назад

    Thank you sir for the knowledge you gave.

  • @mar-yh5lr
    @mar-yh5lr Год назад

    You're the best! Thanks for the clear teaching!

  • @statisticsfun
    @statisticsfun  11 лет назад

    You are very welcome!

  • @demissiegashuphd
    @demissiegashuphd 7 лет назад

    what is meant by multiple comparison ? does it has any relation with correlation , or ANOVA ? thank you !

  • @tisaloewen7051
    @tisaloewen7051 5 лет назад

    Can I do 2 way Anova with 5 categories for each? So if I had red, blue, pink, white, brown flowers in garden 1, 2, 3, 4, and 5. I want to compare, for example, measurements of the flowers. I want to see if location or type of flower- or both- has the biggest effect. But every 2 way anova I see, one of the categories only has 2 options (like girls and boys)- implying that more is too much.

  • @hitendratrivedi1129
    @hitendratrivedi1129 6 лет назад

    You are awesome, I was so confused before. Thank you for simplifying.

  • @krishnajain5390
    @krishnajain5390 3 года назад

    Thanks a lot for this video! Really helped me with my stats class.

  • @cgqqqq
    @cgqqqq 4 года назад

    you are a magician sir

  • @sherefgawish9621
    @sherefgawish9621 11 лет назад

    Excellent work ... Thank you for your time and effort

  • @simonschacht1810
    @simonschacht1810 11 лет назад

    This is just incredible work. My goodness.....

  • @robbied8360
    @robbied8360 11 лет назад

    you sir have done the world a good deed

  • @auresplayz6658
    @auresplayz6658 4 года назад

    Thank you for your clear and great explanation!

  • @saidbaalla5296
    @saidbaalla5296 6 лет назад

    Hello. Please I want to ask you a question. If we have one independent variable and we want to test its effect on two dependent variables, what statistical analysis system we'll use. Thanks in advance.

  • @mariaheath8680
    @mariaheath8680 11 лет назад

    You are absolutely fantastic !!!!!!!!!!!!!

  • @novita5921
    @novita5921 6 лет назад

    You are awesome, you explain it very clearly!

  • @KaIgue009
    @KaIgue009 4 года назад

    thanks a lot sir. this really helps me on my stat report.

  • @ObhiReads
    @ObhiReads 9 месяцев назад

    This is the simplest way to understand ANOVA. Thank you so much @statisticsfun

  • @My0wnMelody
    @My0wnMelody 11 лет назад

    Thank you SOOOOOO much!!! You truly have a gift (contrary to my professor).

  • @woRstbB
    @woRstbB 9 лет назад +1

    I've watched all the videos on ANOVA one way, but somehow I am still confuse how does the ultimate result (reject/fail to reject) relates to the null hypothesis. What is the initial null hypothesis for the one-way anova example (level of stress)? thanks, you made things a lot simpler

  • @jennylou6072
    @jennylou6072 10 лет назад

    I had a question, are you using a fixed effects model (model 1) or a random effects model (model 2). Whichever you chose, can you please explain the reason behind your choice? Thanks in advance!

  • @statisticsfun
    @statisticsfun  11 лет назад

    That is the goal Ricardo... now you have time to party or do something you would rather be doing that statistics. As our tag reads, "Party More Study Less"

  • @minwoopark8136
    @minwoopark8136 7 лет назад

    beautifully simple and clear and i love it

  • @dxpsumma383
    @dxpsumma383 8 лет назад

    this looks a lot like OLS. What is ANOVA for that you can’t do with standard econometric methods? I always thought that ANOVA was some really advanced concept in inferential statistics, but it looks very similar to the linear regression methods I'm familiar with

  • @HalperinIsrael
    @HalperinIsrael 11 лет назад

    Couldnt thank you enough for these excellent videos.

  • @davidmason6178
    @davidmason6178 8 лет назад

    What happens if my groups have different participant sizes. I want to do factorial analysis based on age group and job banding but I have more participants in certain age groups in comparison to others. Can I still do the above analysis?

  • @TheMalllekah
    @TheMalllekah 11 лет назад

    Hi! do you maybe have any videos of how to do Ancova test? I tried to search but it seems there are no from you-and you are really great at explaining so it would be great to have one!best regards

  • @mathildearctander
    @mathildearctander 3 года назад

    How do you do anova when there is 9 independent variables and 1 dependent variable in the analysis?

  • @josechvaicer7328
    @josechvaicer7328 4 года назад

    Great video! is there a typo in the F-ratio? 0.69 (instead of 0.62).

  • @aljreah2003
    @aljreah2003 11 лет назад

    I just want to know an important thing regarding Nested and two away ANOVA with replication. If I use two away ANOVA with replication on nested design is that wrong? Note that I get the same answer as nested by ANOVA

  • @amreenchishty1611
    @amreenchishty1611 9 лет назад

    Best Mathod of one way and two ways slab.

  • @AnilKaushikfromChandigarhIndia
    @AnilKaushikfromChandigarhIndia 11 лет назад

    Really great video. Well explained!!!

  • @leandersonsilva6482
    @leandersonsilva6482 4 года назад

    Thanks for the lesson professor !
    But i have some quetions, in pratical therms, whats defines the statistical test its my hypothesis and my experimental design ?
    Using your example, if i am interrested in analyse the effects of gender and age over scores, i need to collect the data for scores, gender and age all for the same sample from a population, and at end use Two-way ANOVA.
    But, what happen if i have the same hypothesis and collect two individual samples, 18 people for age (6 people per age group) and 18 for gender (9 per gender group)? In this case, i need to use One-way ANOVA for the first case and t-test for the second? In this analysis i am creating bias because of a poor design ?

  • @Muuip
    @Muuip 9 лет назад

    Excellent presentation!
    Many thanks!