id stringlengths 36 36 | input stringlengths 15 138 | expected_output stringlengths 25 523 | metadata.query_id stringlengths 1 6 | metadata.split stringclasses 1 value |
|---|---|---|---|---|
a984e88b-a914-4436-9262-7467f64392a5 | How to check variance with GARCH (1,1) model? | [{"id": "15597", "score": 1}] | 15606 | test |
97406a37-17e5-4243-b302-8b2a863206bb | Example of distribution where large sample size is necessary for central limit theorem | [{"id": "109365", "score": 1}] | 61798 | test |
391c28ff-c653-4fa6-a74b-c71317d4cd45 | How to perform goodness of fit test and how to assign probability with uniform distribution? | [{"id": "8446", "score": 1}] | 7542 | test |
f1616448-601d-45cd-98a3-68f6bd566d22 | reshape data from wide to long in R | [{"id": "7439", "score": 1}] | 91286 | test |
0ef275e4-a656-4833-abf8-e38b5424cd6e | lsmeans: how to have mean and SD from pairwise comparison? | [{"id": "114458", "score": 1}] | 114674 | test |
34acafff-0dd5-4c92-a0c1-9f4c75568b01 | Steps to figure out a posterior distribution when it might be simple enough to have an analytic form? | [{"id": "23091", "score": 1}] | 23068 | test |
48e31247-7bd3-4b2f-913d-d4d28df3482d | Should I use variance or standard deviation as weights to combine independent measurements? | [{"id": "12251", "score": 1}, {"id": "112814", "score": 1}, {"id": "97092", "score": 1}] | 64156 | test |
d7cd424f-faba-4576-886b-27c562750b39 | Weibull analysis | [{"id": "60511", "score": 1}] | 85702 | test |
5b07e9c1-ee16-4052-a8a4-fbbe28482c10 | Looking for good introductory treatment of meta-analysis | [{"id": "2223", "score": 1}] | 1963 | test |
d586241b-9ad5-4937-adc8-3a63a56bc83e | Reporting the general perception of tested sample | [{"id": "9807", "score": 1}] | 12884 | test |
efea9dcf-5a5b-4859-ac17-1aaf58567e1c | Sequence mining in univariate discrete data using R | [{"id": "32531", "score": 1}] | 32520 | test |
48f50bd2-4f57-4dfd-9dc2-3fe039c867da | Where to find a good beginner's R Primer? | [{"id": "138", "score": 1}, {"id": "96359", "score": 1}, {"id": "75", "score": 1}] | 46053 | test |
20a65c6b-9444-40c8-bc8c-058e1ae3ce38 | Poisson regression instead of log transformation of a continuous outcome variable? | [{"id": "8505", "score": 1}] | 14812 | test |
6fbce86b-7eab-48b6-a873-362360e67576 | Confused by MATLAB's implementation of ridge | [{"id": "92147", "score": 1}] | 23060 | test |
3715eb81-e567-4565-ae62-bf71e3296f02 | What is $P(X_1>X_2 , X_1>X_3,... , X_1>X_n)$? | [{"id": "57600", "score": 1}] | 44139 | test |
432d1383-5d9a-4349-8eaf-c7ac8b619b22 | How to statistically compare two time series? | [{"id": "86080", "score": 1}] | 19103 | test |
a998e5a3-1334-4826-a80c-7d62f447c14d | standard deviation help please!!! | [{"id": "79970", "score": 1}] | 83900 | test |
2c24e0dc-537b-4691-baab-d7c5cecb4733 | Normality test with p-value equal to zero | [{"id": "2492", "score": 1}, {"id": "96504", "score": 1}, {"id": "92907", "score": 1}] | 111440 | test |
cd1ba589-cc9e-4b83-986c-ff3fcfa86537 | What distribution does my data follow? | [{"id": "89225", "score": 1}] | 58220 | test |
ba0a99e9-73c3-4cea-b3a2-4ef58c7c4f1c | Probability of a certain sum of values from a set of dice rolls | [{"id": "60895", "score": 1}] | 11337 | test |
8fd530f6-e8b4-4e67-a679-14ebf75722e5 | Probability distribution for different probabilities | [{"id": "93852", "score": 1}] | 9510 | test |
c70ab1e7-f131-4fdf-8a25-420cd18df855 | ANOVA assumption normality/normal distribution of residuals | [{"id": "26220", "score": 1}] | 6350 | test |
47ab980b-914d-49cc-a64e-35b6ce7568c0 | Fitting a logistic regression using lassoglm in matlab | [{"id": "16533", "score": 1}, {"id": "26194", "score": 1}] | 53000 | test |
3c661793-fc7a-447e-a82f-adeb454ece06 | What is covariance in plain language? | [{"id": "78801", "score": 1}] | 29713 | test |
75e7b3f5-f7ef-4c34-a1c8-f71b9a4ae8f0 | Non-parametric alternative for 2-way ANOVA | [{"id": "12151", "score": 1}] | 41934 | test |
2517f8af-ca75-49c4-bf59-2789d3b3d971 | Interpreting the results of an analysis | [{"id": "16567", "score": 1}] | 16613 | test |
419f5e37-498b-4792-aec4-ff4990a51583 | Joint test for absolute value of a mean | [{"id": "108198", "score": 1}] | 108211 | test |
61366c96-2191-48f8-a791-7c1a06841c70 | Expected value (Chi-Squared) | [{"id": "11707", "score": 1}] | 41048 | test |
3ecaf033-93f1-4747-8292-6ce6837cb09f | Determining If Transformation of Variables X Are Needed | [{"id": "35711", "score": 1}] | 89295 | test |
ea9ce71e-23be-4f44-9ab5-17a402f5f1b4 | Explain Kernel density chart | [{"id": "55591", "score": 1}] | 43228 | test |
487e7dcc-4d20-4ba2-a9e9-85118edbd7bb | Power analysis of a secondary data set with a multi-level model | [{"id": "29176", "score": 1}] | 31327 | test |
5edbe6dc-e52e-4660-b604-dfb6d830fc75 | PCA on non-centered data | [{"id": "22329", "score": 1}] | 94103 | test |
913de201-da53-4484-9ffc-f124230aed31 | calculate partial autocorrelation | [{"id": "18599", "score": 1}] | 47951 | test |
b961a6c7-79f6-45f8-92dc-a0d657098596 | Is Amazon's "average rating" misleading? | [{"id": "86320", "score": 1}] | 31598 | test |
cb20d686-5f01-48b0-a0a2-efeffb4e5262 | Repeated measure problem | [{"id": "46737", "score": 1}, {"id": "32419", "score": 1}] | 46720 | test |
14b084b5-e332-48f6-9554-4637eeed855b | Kruskal-Wallis test for factorial design | [{"id": "78365", "score": 1}] | 105037 | test |
2e85f188-8220-42bc-878b-8f56255e97ec | Determine different clusters of 1d data from database | [{"id": "49026", "score": 1}] | 40454 | test |
2daab9e2-d0b2-4dab-b397-9774e33d78b9 | Criteria for deleting variables in factor analysis | [{"id": "105384", "score": 1}] | 105382 | test |
a3064803-9bfd-4fb3-8935-153e7755e0f0 | Random permutation of a vector with a fixed expected sample correlation to the original? | [{"id": "59461", "score": 1}] | 3961 | test |
2883f51b-44dd-4c30-a96c-29873b66972f | k-means and different metrics | [{"id": "48425", "score": 1}] | 49510 | test |
4d09eb7f-ba02-4278-a326-6f14402f5f10 | How should one interpret the comparison of means from different sample sizes? | [{"id": "115327", "score": 1}] | 31326 | test |
13f5aa2a-3d4e-4137-875d-3ed1eee979a8 | R language-statistics-significance testing | [{"id": "14643", "score": 1}] | 14686 | test |
9cda896b-9ba0-42c6-abb0-9c25cbce255e | Can one compute confidence intervals for a census with high nonresponse rates? | [{"id": "51892", "score": 1}] | 51835 | test |
c93a1d5e-86cc-4e56-8d93-a16d71bb8669 | Difference between standard error and standard deviation | [{"id": "46299", "score": 1}, {"id": "66992", "score": 1}, {"id": "89456", "score": 1}, {"id": "86382", "score": 1}, {"id": "73390", "score": 1}] | 32318 | test |
239b44d8-b258-4a86-9d1d-91f4d7606e05 | Examples for teaching: Correlation does not mean causation | [{"id": "40827", "score": 1}] | 36 | test |
42bb7b8e-3d3a-4eb8-ba44-0ac1c4fe8a6d | Is there any reason to prefer the AIC or BIC over the other? | [{"id": "57133", "score": 1}, {"id": "15621", "score": 1}] | 577 | test |
c9365a7c-522f-4db4-ad1b-024be6fd1fd7 | Hosmer-Lemeshow vs AIC for logistic regression | [{"id": "18781", "score": 1}] | 18750 | test |
d28389ac-72e8-4f79-91e0-b944be098daf | Rule of thumb for number of bootstrap samples | [{"id": "72533", "score": 1}] | 86040 | test |
dfe427d6-48fb-44c7-93a5-7cddd97fc827 | How do I interpret the 'correlations of fixed effects' in my glmer output? | [{"id": "105977", "score": 1}] | 57240 | test |
1f7ba918-a410-4bb0-bee1-545a7bfb8829 | "matrix is not positive definite" - even when highly correlated variables are removed | [{"id": "66644", "score": 1}] | 51473 | test |
f2588224-bc06-4a3e-ab2a-5a9570355d3d | Why is "statistically significant" not enough? | [{"id": "82346", "score": 1}] | 79289 | test |
2173dc37-819f-460c-809d-48a308f29056 | How to determine whether a set of data are qualitative or quantitative? | [{"id": "85766", "score": 1}] | 114149 | test |
08309b35-9d40-4c12-bb55-e6232df9be3e | Text Books on Text Mining in R | [{"id": "35576", "score": 1}] | 86546 | test |
65cc7216-0e02-414a-8b9d-92f45bb47528 | What is the error on measuring the phase of a sine wave? | [{"id": "60500", "score": 1}] | 114203 | test |
b1cd72d6-074d-49a9-b9ca-5486ec1252af | What is the difference between a parametric test and non-parametric tests? | [{"id": "67204", "score": 1}] | 104110 | test |
dd5fcf8d-41a9-401b-92a3-bc61e4e8cac7 | Book recommendations for beginners about probability distributions | [{"id": "47450", "score": 1}, {"id": "79415", "score": 1}] | 63099 | test |
3c90921c-2e52-4d25-80df-0d17053415bc | Maximum Likelihood formula for Naive Bayes | [{"id": "4025", "score": 1}] | 4059 | test |
67063370-bf99-42d9-ac31-e824e10ad822 | Deriving ordered statistics minimum cdf | [{"id": "71446", "score": 1}] | 23005 | test |
afc45590-ec12-4977-9d83-e5bd06692895 | Under what conditions should one use multilevel/hierarchical analysis? | [{"id": "38419", "score": 1}] | 1995 | test |
234a4f11-eaee-4f51-bb64-1d6b5d0de86f | Can non-normal data be used for factor analysis? | [{"id": "34753", "score": 1}] | 101102 | test |
a6503968-3809-4b70-944a-cf524df9fdcb | How to calculate Weighted mean using SPSS | [{"id": "58986", "score": 1}] | 104117 | test |
14ca3419-0ca2-4ae2-80e8-d67e08213610 | Evaluate definite interval of normal distribution | [{"id": "29890", "score": 1}] | 7200 | test |
ce129b84-2fa7-4876-a84f-a92fb4b4a3d4 | How to analyze a variable measured on a Likert scale and its interaction with another variable? | [{"id": "100926", "score": 1}] | 103684 | test |
9b24065b-46cb-4c9a-a64d-88711160abc8 | Why is the Fisher Information matrix positive semidefinite? | [{"id": "52908", "score": 1}] | 49942 | test |
afb8edf6-ca55-40e2-8a7d-6ae19e406b33 | having trouble applying hidden markov models to my game | [{"id": "20537", "score": 1}, {"id": "20544", "score": 1}] | 20425 | test |
f1b1bd50-b1e1-4764-93f0-c3a77cd7d7ee | Supervised learning with "rare" events, when rarity is due to the large number of counter-factual events | [{"id": "9795", "score": 1}] | 9398 | test |
c6f4b5fe-d95f-4060-ad71-949916b46fad | What are the methods for multivariate outlier detection? | [{"id": "213", "score": 1}] | 79292 | test |
570338ac-1d8e-4f48-a2d9-910294f236f5 | Validation techniques for hierarchical model | [{"id": "26940", "score": 1}] | 26970 | test |
b5250ca2-a3ab-4c3a-bc69-7ea4757d0ea7 | Rolling analysis with out-of sample | [{"id": "105690", "score": 1}] | 20725 | test |
bd8ae58d-870b-498a-8ea1-9ba5e83db7a8 | How to scale a variable to a specific mean and standard deviation | [{"id": "46429", "score": 1}] | 76484 | test |
16312d3f-8386-4ade-95df-48ec84fe31f7 | T-test for non normal when N>50? | [{"id": "59088", "score": 1}] | 9573 | test |
2af130f1-a07b-4121-ba2e-d00a818875a8 | Neyman-Pearson lemma: critical region and hypothesis testing | [{"id": "99145", "score": 1}] | 99099 | test |
a98ee786-6feb-4e3f-9ed4-44061677177f | Libsvm includes training data in testing file | [{"id": "90410", "score": 1}] | 90407 | test |
0b8a83ad-f771-45ba-919d-f096191dad28 | Confusion regarding a probability problem | [{"id": "38815", "score": 1}] | 38870 | test |
fc8b0daa-2db1-4974-8567-4c4f03243282 | pLSA - Probabilistic Latent Semantic Analysis, how to choose topic number? | [{"id": "73776", "score": 1}] | 20720 | test |
559c94de-fec4-4dcb-8fe1-028e4a93d99f | How do I reference a regression model's coefficient's standard errors? | [{"id": "27511", "score": 1}] | 26650 | test |
6b969ca2-093c-498e-9b1a-8a6716d4b897 | Why are the eigenvalues of a covariance matrix corresponding to the data's variance? | [{"id": "2691", "score": 1}, {"id": "66972", "score": 1}, {"id": "35647", "score": 1}, {"id": "64869", "score": 1}] | 49421 | test |
c90a370c-2a42-4bba-8207-39a052c919eb | How to simulate artificial data for logistic regression? | [{"id": "114583", "score": 1}] | 46523 | test |
22fcaa0f-39ca-488e-97da-ecb05111cd19 | How to interpret results from a nonparametric Wilcoxon test | [{"id": "39058", "score": 1}] | 94208 | test |
a18a04fa-f677-4507-9ea5-105eb7c6557c | What are the implications of a regression model failing the JB normality test? | [{"id": "19470", "score": 1}] | 19771 | test |
c503eaee-be9c-4c23-bdd1-c7fe96fdd656 | Are these events independent? | [{"id": "3869", "score": 1}] | 94201 | test |
bc5baad0-35c9-461e-a214-634a6e4f041b | How often do you have to roll a 6-sided dice to obtain every number at least once? | [{"id": "79880", "score": 1}] | 48396 | test |
c300f670-8847-4d07-8b3d-b3777b5fb7b4 | Calculating concordance using either Pearson or Spearman (rank) correlations | [{"id": "8071", "score": 1}] | 82142 | test |
a85100b8-8407-4830-b84d-03a2fa1f2b74 | How to generate two correlated categorical variables? | [{"id": "14158", "score": 1}] | 14168 | test |
cb36eb6c-34d6-4d27-8f2b-a12ca6256339 | Covariance matrix proposal distribution | [{"id": "77759", "score": 1}] | 77038 | test |
2135ba4b-94ff-4425-9d76-08332ed3fa6a | create dataset for particular correlation for two variable | [{"id": "19367", "score": 1}] | 87003 | test |
3294a55e-f0a6-4be6-b3ca-0f5e47d8ff31 | Help with pretest-postest data analysis | [{"id": "3466", "score": 1}, {"id": "61065", "score": 1}, {"id": "44480", "score": 1}, {"id": "92775", "score": 1}] | 38053 | test |
2e97ce70-ead2-4e72-b6ca-9e5c952f603d | Functions of Independent Random Variables | [{"id": "104109", "score": 1}] | 94872 | test |
35fb48c1-a18f-4419-9abe-25a8d4cc4413 | First order statistics (min) of n non-identical but independent normal variates | [{"id": "74671", "score": 1}] | 114516 | test |
4c547c07-06d8-4522-b9f8-927b4b5f73f5 | What is the expected correlation between residual and the dependent variable? | [{"id": "70214", "score": 1}] | 5235 | test |
1e1900f5-27ef-4700-8a81-483c3e12ca4d | How do I interpret this fitted vs residuals plot | [{"id": "83054", "score": 1}] | 82682 | test |
7565e629-9dd2-4265-8aa4-a14781b64f30 | How do I write a mathematical equation for ARIMA (2,1,0) x (0,2,2) period 12 | [{"id": "96639", "score": 1}] | 69407 | test |
e6abcf2e-eccb-4fd2-8b51-c73aafebf991 | How to deal with missing values for PCA? | [{"id": "35561", "score": 1}] | 36036 | test |
f0124f2e-6c21-46eb-851f-1b69ce40bfc4 | How to theoretically fit and test for t-distribution | [{"id": "63647", "score": 1}] | 86353 | test |
48758100-1326-4cc6-a74e-cb7332a2f937 | Computing p-value using bootstrap with R | [{"id": "55036", "score": 1}] | 20701 | test |
501443f9-d7cd-4335-b45d-b6bd9175b4c1 | Calculating percentile of normal distribution | [{"id": "22836", "score": 1}] | 3438 | test |
05e5f77b-190a-4921-91d3-e68c919bfd65 | Is the W statistic outputted by wilcox.test() in R the same as the U statistic? | [{"id": "113936", "score": 1}, {"id": "92750", "score": 1}] | 79843 | test |
f4ee0cf1-f928-46e1-a27b-20a571c3be23 | Relationship Between Correlation and Multicollinearity | [{"id": "38093", "score": 1}] | 80157 | test |
2b1b9a43-1186-4930-8d43-b6605ec71f94 | Fourier data with non-integer periods, correcting for phase bias | [{"id": "19761", "score": 1}] | 16230 | test |
a0b9b518-7b29-485d-9256-a72fdcede363 | How to calculate a maximum standard deviation? | [{"id": "50538", "score": 1}, {"id": "62338", "score": 1}, {"id": "93486", "score": 1}, {"id": "45588", "score": 1}] | 96751 | test |
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