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Questions tagged [sign-test]

Non-parametric test to compare two paired samples. Not to be confused with the [wilcoxon-signed-rank] test.

2 votes
1 answer
31 views

Does the sign test only work on location families?

That is, if $G$ is the distribution of the sample, what does it test: \begin{align} \mathcal H_0 : G(x) = F(x) && \mathcal H_1 : G(x) = F(x - \theta), \theta \neq 0 \end{align} where $F$ is ...
Shaikh Ammar's user avatar
1 vote
1 answer
61 views

What test should I use for a unipolar ordinal rating-scale?

I am trying to analyze answers to 5-point unipolar rating items. The possible answers can for instance be: Not at all difficult, Slightly difficult, Moderately difficult, Very difficult, or Extremely ...
JohanPI's user avatar
  • 113
1 vote
0 answers
43 views

How does the Friedman test extend the sign test?

Every book/article claims this as if it's self-evident, but I have a hard time figuring out why. How do you get from the sum-of-squares style statistic of Friedman to the difference statistic involved ...
Othman El Hammouchi's user avatar
0 votes
0 answers
38 views

I'm looking for a statistical test more robust than the sign test for my experimental analysis

I made an exploratory experiment that consists of a pair of readings. I used Scanning Electron Microscopy-Energy Dispersive Spectroscopy (SEM-EDS) to read elements on several mineral surfaces, getting ...
Jean Braga's user avatar
0 votes
1 answer
34 views

Using paired t-test or Sign test to compare two groups of correlated measures on the same subject?

I have conducted a survey where participants are shown 8 different advertisements: 4 of the ads attempt to evoke the feeling of guilt, 4 others attempt to evoke the feeling of shame. After seeing each ...
Lyn Smith's user avatar
3 votes
1 answer
2k views

Treatment of Ties in sign test (paired-samples sign test)

I'm curious about the validity of removing/ignoring ties when calculating the p-value for the sign test. By ties I mean ($x_{before} = x_{after}$, where $x$ represents the measurement). According ...
idnavid's user avatar
  • 889
3 votes
1 answer
104 views

Which test to perform when checking for predicted vs actual sign of a relation between two variables?

I have been contemplating which test or statistic method to implement, in order to check that the variables I use throughout my analysis, actually have the predicted relationsship with the dependent ...
Philip's user avatar
  • 279
8 votes
2 answers
224 views

Nonparametric Sign Test

Given Likert scale survey responses: ...
inkalchemist1994's user avatar
0 votes
1 answer
1k views

What is the difference between a one sample t-test and sign test?

If I've conducted an experiment with only 10 samples and the data acquired have some wide gap in values, what would I use from the two statistical method. Here are my values sample values:
Skyey X's user avatar
  • 11
0 votes
0 answers
471 views

How to test to test if one model is better than another on independent dataset?

I have two models that make predictions on the same independent data set. I would like to make a test and find out if one model is statistically significantly better than another. I've read that ...
rep_ho's user avatar
  • 7,709
1 vote
0 answers
219 views

Kruskal wallis test for small dataset in R

I'm trying to test if there are systematic differences in a balanced data.frame composed by 25 observations of 3 variables: ...
Mncgl's user avatar
  • 21
0 votes
0 answers
60 views

Paired sign test, when expected difference is not 50:50

I have a matrix of around 1000 species abundances from 40 sites e.g. ...
rw2's user avatar
  • 1,118
12 votes
1 answer
2k views

In what situation would Wilcoxon's Signed-Rank Test be preferable to either t-Test or Sign Test?

After some discussion (below), I now have a clearer picture of a focused question, so here is a revised question, though some of the comments might now seem unconnected with the original question. It ...
justme's user avatar
  • 775
3 votes
2 answers
85 views

Sign test for matched pairs that are non-integer

I have paired data as follows. These are proportion correct scores (ranging from 0 to 1) from multiple experiments in which Treatment X and Treatment Y were administered. Treatment X: 0.25, 0.35, 0....
Altair555's user avatar
1 vote
0 answers
132 views

Measuring magnitude of variation between 2 one-phase association exponential curves

I am currently testing the independence of two unpaired conditions A and B; with each condition representing a set of 12 values (aka bins) that compose a one-phase association exponential curve. Each ...
user3242289's user avatar

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