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Spearman's correlation in SPSS

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Statistics Guides with Prof Paul Christiansen

Statistics Guides with Prof Paul Christiansen

Күн бұрын

Пікірлер: 35
@5hinee
@5hinee 4 жыл бұрын
i'm writing my bachelor's dissertation now (BA, so you can guess i have no stats experience) and since im working with quantitative data, i suppose i felt pressured to learn some spss to do my analysis. for the past 2 weeks i've been watching youtube videos explaining how to run just about every test. well, halfway through analysing the data for my final experiment, i realised that it wasn't normally distributed and had a mini meltdown (i've only just wrapped my head around a pearson's correlation, and now i had to learn ANOTHER one?). but i can say that this is the clearest, most in-depth stats tutorial i've come across. thank you for explaining what everything means so beginners (like me) can understand easily!
@DrPC_statistics_guides
@DrPC_statistics_guides 4 жыл бұрын
Thanks!
@xxxmelissatacionxxx
@xxxmelissatacionxxx 2 жыл бұрын
Very simple and straight to the point. Thanks!
@funphysicsathomebygisellea3291
@funphysicsathomebygisellea3291 2 жыл бұрын
Thank you for this video Prof. Christiansen. It helped me a lot!
@veen8526
@veen8526 2 жыл бұрын
Very helpful thank you
@donnarosem.sampong236
@donnarosem.sampong236 2 жыл бұрын
Thank you for this video, Dr. Christiansen. This is the best explanation. By the way, may I know where I can get the data for this, please?
@donnarosem.sampong236
@donnarosem.sampong236 2 жыл бұрын
For educational purposes only, if it is okay with you. Thank you so much.
@kossonouprunelle7576
@kossonouprunelle7576 2 жыл бұрын
Thank you for the presentation. I have both nominal and ordinal independent variables (4) with (2) ordinal dependent variables . Please which one should i choose between Spearman correlation and Chi-square test to analyze the association or relationship between the variables ? Or can we do both of them in the same study? Thanks
@jajejijoju0127
@jajejijoju0127 3 ай бұрын
Hello can you help me interpret the result of our test?😢 I dont understand and i dont know how to put it in a table
@Ritu-ey6nv
@Ritu-ey6nv 3 жыл бұрын
Hello, thank you for your video. I am trying to find the relationship between Happiness (Ordinal variable with more than 5 categories) and Income (continuous variable). In this case, I am having trouble deciding if I should run Pearson correlation (by treating the happiness variable as continuous since it has more than 5 categories) or whether run a spearman's correlation? Also, while I tried to check the assumption for Pearson correlation (treating happiness as continuous), I found that Income is not normally distributed. And when I generated a scatterplot for these two variables, the result is not clear and somehow visually indicates no linear relationship. What should I Do???
@Laylabarud
@Laylabarud 3 жыл бұрын
Hi Paul, I am trying to test whether the change in the trend of indirect maternal deaths in a specific country is statistically significant. I have four-year data sets but I am wondering what statistical test fits well here? Any help is highly appreciated. Thanks
@katy8791
@katy8791 2 жыл бұрын
Hello Nive video! As I have seen that Spearman rho correlation has 3 conditions and one of them is that the two variables should have a monotonic relationship... if the function of the scatterplot btw the 2 variables is not monotonic, can i still use spearman rho? Please help!
@train9775
@train9775 3 жыл бұрын
Hi! I was wondering why the significance is not "highly significant" since it's 0.01 level like that of Pearson's?
@nelhuens7590
@nelhuens7590 2 жыл бұрын
Is it possible to use this Spearman's correlation if the two variables are continuous (scale) and none are ordinal? Our data is not normal so we can't use Pearson's. Thank you!
@DrPC_statistics_guides
@DrPC_statistics_guides 2 жыл бұрын
Yes!
@musicevolution9682
@musicevolution9682 3 жыл бұрын
Hi sir, which one should i use to know the relationship between knowledge-attitude, Attitude-practice, knowledge-practice. I saw in journal they use linear regression, some use spearman correlation coefficient so which one should i use. Or i can just put both in my manuscript
@DrPC_statistics_guides
@DrPC_statistics_guides 3 жыл бұрын
Regression is used when you have one specific outcome to predict from other variables. Correlation just looks at associations between two variables. If you are interested in the interrelationships between your three variables do a Correlation. If there is one of those variables you wish to predict then use a Regression
@izzahmora2092
@izzahmora2092 3 жыл бұрын
hi. im trying to check whether there is an association of knowledge & attitude on preventing back discomfort. both of my variables are ordinal. what should i use?
@DrPC_statistics_guides
@DrPC_statistics_guides 3 жыл бұрын
Spearmans correlation unless your sample is small (less than 30) then use kendalls tau
@HoribleHistoriesRoks
@HoribleHistoriesRoks 2 жыл бұрын
hi my spearman's is at -.21 and Pearsons is at -.177 does this mean that it isn't linear data and I have to use another test to see the relationship between them? the data are both nominal
@DrPC_statistics_guides
@DrPC_statistics_guides 2 жыл бұрын
if nominal data you cannot use a correlation. You need a chi square analysis
@edwardswazimhlongo429
@edwardswazimhlongo429 4 жыл бұрын
Good day, I'm trying to check if there is an association between gender and responses to perceptions about an invasive alien plant. I.e. if there's any relationship between gender and the perceived negative or positive impacts. Which statiscal test would be suitable for this?
@DrPC_statistics_guides
@DrPC_statistics_guides 4 жыл бұрын
Independent samples t test or mann Whitney test would probably be your best choice. Your IV will be gender. Videos for both can be found on my channel
@edwardswazimhlongo429
@edwardswazimhlongo429 4 жыл бұрын
@@DrPC_statistics_guides thank you is there a way to contact you directly if it is not too much to ask. I am kind of stuck. I just need you to have a glance at the data that's all it won't take too much time.
@skolen2010
@skolen2010 4 жыл бұрын
I dont understand why did you write 38? I mean what is the reason for 40-2??
@DrPC_statistics_guides
@DrPC_statistics_guides 4 жыл бұрын
The degrees of freedom (the number that appears in the brakets) is calculated as sample size - 2. So in this case the N is 40 so we need to subtract 2 from that to give our degrees of freedom of 38. The correlation coefficients along with the df is how the p value is derived
@lexie8516
@lexie8516 4 жыл бұрын
@@DrPC_statistics_guides Is this something that can vary? or does it have to be -2?
@DrPC_statistics_guides
@DrPC_statistics_guides 4 жыл бұрын
@@lexie8516 dfs in correlations are always N minus 2. However sometimes you may see people report N= in the brackets instead. However, generally speaking you should report the dfs of N-2
@pomaelo9167
@pomaelo9167 4 жыл бұрын
Why do you have to minus 2 in the n? And what does negative correlation means, i mean they are still significant but...?
@DrPC_statistics_guides
@DrPC_statistics_guides 4 жыл бұрын
The df is often reported as N-2 (although sometimes people just give N). A minus correlation means as one variable increases the other decreases, i.e. a negative association. E.g if you had a data set were you found that as people got older they drank less alcohol there would be a negative correlation coefficient
@volcan_ism3440
@volcan_ism3440 9 ай бұрын
thanks !
@paulinauznanska9309
@paulinauznanska9309 3 жыл бұрын
Where can I find data for this exercise?
@DrPC_statistics_guides
@DrPC_statistics_guides 3 жыл бұрын
Sorry I don't have the data uploaded for that exercise (and it's on my computer at work which is currently closed) apologies
@divyamandesa85
@divyamandesa85 4 жыл бұрын
How do we correlate nominal and ordinal data?
@DrPC_statistics_guides
@DrPC_statistics_guides 4 жыл бұрын
Ordinal data can be correlated with Spearman's or Kendall's tau. However, because nominal categories are arbitrary (you can switch how you label them) you cannot really correlate them.
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