Monte Carlo bootstrap method for (1000 repetitions)

hello everyone

I have global results of matrix size 360x720; but i want to apply sigificance test (Monte Carlo bootstrap method for (1000 repetitions)) for each grid poing to test The chance of coincidentally getting as high or higher ratios. please anyone can help me, where i can get this file Monte Carlo bootstrap method (code). and how can i apply this test for each grid point.

[Jeff Miller]

What are "global results"? What "ratios" do you want to check? Have you looked at MATLAB's bootstrp function?

[Jesper Sam]

Thank you so much Jeff, simply i want to apply bootstrap significance test like this. i have my results but now i want plot bootstrap significance on my result like this smal trianagela are significant plot. but i don't know who use this bootstrap function for matrix data 360x720. i want to check variance ratios in my results at significant at the 1% level

[Jeff Miller]

Sorry, I do not yet understand your dataset or computations.

Does each little triangle on your world map correspond to one cell of your 360x720 matrix? Does each little triangle represent a variance ratio?

How do you compute the variance ratio for one cell/triangle? It seems you must have many observations associated with each cell/triangle in order to compute a variance. And to compute a variance ratio for each cell/triangle you would need two variances, one for the numerator of the ratio and one for the denominator.

Bootstrapping would involve some kind of resampling of your original full dataset that went into these computations, but it is impossible to say how that might be done without knowing exactly what the original data look like.

[Jesper Sam]

@Jeff Miller

Thankyou so much for your good reply, please i have time series of size (lat,lon,time)=360x720x36. and i need to apply Monte Carlo bootstrap method for (1000 repetitions)) for only time i.e 1x36

but i realy don't know how to use this method for significance test. second i don't have experience before use of monte carlo. therefore please if you can help me for this out

input and output of my data is same but i need output with monte carlo. can you just tell me how to use monte carlo for one time series for 1000 repetation

Thanks