R - One-way ANOVA

  Рет қаралды 38,892

R Statistics and Research

R Statistics and Research

6 жыл бұрын

R script download:
rstatisticsandresearch.weebly...
Real-life example
Assumptions
Output interpretation
R studio tutorial
One-way ANOVA

Пікірлер: 27
@mishudhar6208
@mishudhar6208 3 жыл бұрын
Nobody could make it clear better than you. I do not know hot to thank you.
@magnolia1652
@magnolia1652 2 жыл бұрын
This was super helpful! Thank you so much!
@magicdice7558
@magicdice7558 6 жыл бұрын
Finally statistics that make sense, great!!
@meenachhantyal38
@meenachhantyal38 2 жыл бұрын
Explained the best!!!! Thank you!!!
@khanofficial2249
@khanofficial2249 3 жыл бұрын
You make it very easy thanks a lot.
@albarrahassan2354
@albarrahassan2354 3 жыл бұрын
Thank you, very informative
@wafaa2718
@wafaa2718 6 жыл бұрын
sehr gut vielen Dank :)
@Atulkashyap5
@Atulkashyap5 3 жыл бұрын
Thanks a lot for this orientation
@mhxprs
@mhxprs 2 жыл бұрын
Great stuff
@vaidehichennubhotla7887
@vaidehichennubhotla7887 6 жыл бұрын
Nice video! Lots of information. Thanks ! I have a similar problem i.e., to fit a linear model where 2 factors affect an output.
@RStatisticsandResearch
@RStatisticsandResearch 6 жыл бұрын
Two-way ANOVA may be appropriate in that case, depending on the design. kzfaq.info/get/bejne/r854qd2dr7_VgY0.html
@evaweber8195
@evaweber8195 Жыл бұрын
Thanks man that really helped!!
@japhetd.anunciado1398
@japhetd.anunciado1398 2 жыл бұрын
Easy to follow. Thanks
@HeoWeo
@HeoWeo 5 жыл бұрын
Thank you so much! Can you pls show me how to produce bar graph with confident interval bars?
@mebratuify
@mebratuify Жыл бұрын
Thank you so much. Let me ask you one question. 1. Here you have only one dependent variable, but how can we do if we have more than 2 or 3 dependent variables? 2. How can we test using Duncan or Tukey test in addition to LSD if there is significant variations? 3. How can we give subscription letters to those significant treatments or groups? and draw a box plot by providing subscription letters (like a, ab, c....) in a grouped box plot and adding SEM for each treatment? Thanks again.
@rashawnhoward564
@rashawnhoward564 4 жыл бұрын
could we just check the residuals for homogeneity instead of the individuals? something like plot(fitted(model),studres(model)) look for pattern, and then do qqnorm(resid(model)) qqline(resid(model)) ?
@rafaelbiondo2893
@rafaelbiondo2893 Жыл бұрын
when I'm gonna apply qqnorm and qqline for normal distribution analysis R returns this words: Error in (1 - h) * qs[i] : non-numeric argument to binary operator.
@pranathichintaluri2876
@pranathichintaluri2876 Жыл бұрын
Hi. I need help. Which Anova test do I use for a dataset of 3 species of beetles? It would be great if you helped me out a little. Thank you.
@yasmimmossioli9467
@yasmimmossioli9467 6 жыл бұрын
Hi! Thanks for the video. I'd like to make a question. Why do you use the lm function to fit the data since the data already met the assumptions? Thanks :)
@RStatisticsandResearch
@RStatisticsandResearch 5 жыл бұрын
the lm function is the actual one-way-ANOVA model, followed by anova(model), i.e. to test if the k populations are equal
@salvadormanrique238
@salvadormanrique238 3 жыл бұрын
Does R also calculate the area under de curve??
@mebratuify
@mebratuify Жыл бұрын
I tried to run your codes from my R-studio, but the following errors were faced as a problem. Error: unexpected symbol in "model1=1m." ### Testing Normal distribution for each group, no major outlines Treat1
@janeroque4733
@janeroque4733 4 жыл бұрын
where could I find the data???
@pratibhacdri
@pratibhacdri 6 жыл бұрын
Great. Thanks for sharing. its very easy to follow. I don't know why i am unable to do turkeyHSD test. Can someone tell if we need to install something to do the same.
@RStatisticsandResearch
@RStatisticsandResearch 6 жыл бұрын
But you can run an ANOVA? What's your error?
@sayhey5773
@sayhey5773 5 жыл бұрын
Great Video. I was following along with the data/script I downloaded from your website and everything was working fine until the "One Way Anova" section. My output /p-value is different than yours... Analysis of Variance Table Response: Length Df Sum Sq Mean Sq F value Pr(>F) Group 1 0.185 0.18514 0.22 0.6401 Residuals 103 86.697 0.84172 and the "Post-hoc test TukeyHSD" TukeyHSD(aov(model1)) returns the error "Error in TukeyHSD.aov(aov(model1)) : no factors in the fitted model In addition: Warning message: In replications(paste("~", xx), data = mf) : non-factors ignored: Group" Any ideas??
@RStatisticsandResearch
@RStatisticsandResearch 5 жыл бұрын
Hi, if you run the script with the datafile provided, it should give the exact same output. Did you not forget to run a line? The "no factors" error may indicate that your groups have not been defined as factors. > dataoneway$Group
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