id stringlengths 36 36 | input stringlengths 15 138 | expected_output stringlengths 25 523 | metadata.query_id stringlengths 1 6 | metadata.split stringclasses 1 value |
|---|---|---|---|---|
6f08e8c3-c110-42ae-8026-82f7e36020da | Extremely unequal sample size in logistic regression | [{"id": "6067", "score": 1}, {"id": "89091", "score": 1}, {"id": "84218", "score": 1}] | 48145 | test |
23aaaa8d-4024-4800-8a98-9401a97fd65b | How to calculate p-value for t-test if original data is not available? | [{"id": "30394", "score": 1}] | 65811 | test |
ae2059e5-debb-436d-867a-1d17fabe68eb | Highly unbalanced test data set and balanced training data in classification | [{"id": "43871", "score": 1}] | 57259 | test |
0bc88ac6-cf86-4bd8-b390-d3569c5b5731 | Risk of extinction of Schrödinger's cats | [{"id": "49408", "score": 1}] | 41247 | test |
5c490e1f-ceaf-419a-b8d3-d93efe56c6a0 | Does the size of the reference sample matter in logistic regression? | [{"id": "27554", "score": 1}] | 27626 | test |
f2deeed6-f36c-4cd0-b99a-d097ef78e694 | How to perform a regression model with a mix of binary, nominal, ordinal, and continuous predictors? | [{"id": "56630", "score": 1}] | 8881 | test |
110c3071-29cd-41c0-a148-e959a8cd39be | Testing for difference between two percentages (using confidence intervals) | [{"id": "41156", "score": 1}] | 62640 | test |
d30d8a02-93b4-441b-9495-d3b608f7f279 | Forecast Daily Data with Multiple Seasonality | [{"id": "14742", "score": 1}] | 90828 | test |
a0f09731-6ad7-4bcd-9309-9e55ca475145 | Probability of two people meeting when the arrival intervals and wait times are different | [{"id": "15448", "score": 1}] | 83193 | test |
cbc661f7-d163-49eb-8606-a0f3dfd545ec | Why does including latitude and longitude in a GAM account for spatial autocorrelation? | [{"id": "33812", "score": 1}] | 35510 | test |
e5790c89-2711-4f51-8eb1-70346c9bbb4a | Trigonometric operations on standard deviations | [{"id": "49962", "score": 1}] | 3215 | test |
fc7f9c3d-f2cf-44e3-a3c4-e6585027f083 | Can a dichotomous variable (yes/no) be merged with a Likert measure (1,2,3,4) using z scores? | [{"id": "81391", "score": 1}] | 40976 | test |
15a432ef-6914-442d-b3cf-ab73ab1dc202 | Central Limit Theorem | [{"id": "3734", "score": 1}, {"id": "77042", "score": 1}] | 43698 | test |
4962924c-b984-484f-a031-139863755679 | Structural break test on an arma model any statistical software packages | [{"id": "104324", "score": 1}] | 105488 | test |
56b9b58b-e3c8-4e7d-995f-0dc92f110f4f | Is it required for panel data to use dummy variables? | [{"id": "63809", "score": 1}] | 58486 | test |
d6852fad-e82f-44b3-bf54-7ac7fe7c02fd | Estimating the absolute decline of rates | [{"id": "108689", "score": 1}] | 108817 | test |
e9b53f83-2af4-4526-aa4c-ddaccec92ce0 | Converting standardized betas back to original variables | [{"id": "76668", "score": 1}] | 74622 | test |
b5db3903-62fc-42bb-a18e-0ba959db90ed | Is it meaningful to calculate Pearson or Spearman correlation between two Boolean vectors? | [{"id": "111556", "score": 1}] | 103801 | test |
166ea52f-9efa-4fb7-87f3-2365490beb24 | Is there a term for $P(A\cap B)/[P(A)P(B)]$? | [{"id": "6047", "score": 1}] | 40977 | test |
48f8f771-00e5-43f6-9b70-935d0cbdbbaf | Forcing a set of numbers to a gaussian bell-curve | [{"id": "59631", "score": 1}] | 5853 | test |
73174097-acbc-43e6-9865-f1d60980bc00 | Link between moment-generating function and characteristic function | [{"id": "109551", "score": 1}] | 44201 | test |
a5fa0c08-23bf-411d-8fb8-0f3afdb6fe00 | What do you do when a centroid doesn't attract any points? | [{"id": "96214", "score": 1}] | 89926 | test |
95a80aa0-f6b1-4418-a214-4bdaa661bdac | Proper back-transformation of lognormal standard deviation to find confidence intervals around a mean | [{"id": "33382", "score": 1}] | 112055 | test |
4e23a00a-3d44-4c77-b9e1-6fa4d27886d1 | How do I use a mean and 95% confidence intervals to draw from a distribution? | [{"id": "59880", "score": 1}] | 59882 | test |
c0ae272e-c931-4456-8cc1-5fd7a84fa417 | Why do PCA scores differ in sign? | [{"id": "89464", "score": 1}] | 88880 | test |
ba3c1cf7-bf27-4c99-b8f5-ffd180dfa323 | What is this kind of graph called? (2D grid with a color-coded scale for a 3rd variable) | [{"id": "90074", "score": 1}] | 92788 | test |
0450df16-3d2b-428d-83a8-5fa8ccdb802b | How to create a z-score table | [{"id": "105266", "score": 1}] | 105277 | test |
b035e08f-c113-4dbf-a125-e1b420d27b8a | What's the accuracy of data obtained through a random sample? | [{"id": "90869", "score": 1}] | 3402 | test |
8f52331a-d7b9-4ba4-980e-69cdf3ea44b0 | How does Support vector machine predict the classes for the test points? | [{"id": "3947", "score": 1}, {"id": "82924", "score": 1}] | 88711 | test |
ad8f5165-2220-4527-8b6c-d45be37ccffe | What correlation makes a matrix singular and what are implications of singularity or near-singularity? | [{"id": "100998", "score": 1}] | 70899 | test |
41883fac-0f73-46f3-bfd0-26feafd1b70c | Optimising for Precision-Recall curves under class imbalance | [{"id": "41537", "score": 1}] | 21592 | test |
489586dd-68c9-4ced-a6a9-f4b59b18d38e | Is the percent of total deviance explained a useful model summary? | [{"id": "3559", "score": 1}] | 20583 | test |
5c7a7870-e232-4790-8d44-7126385fcb5f | Correlated Regressors - Motorway Accidents | [{"id": "3561", "score": 1}] | 86881 | test |
c55546fc-1745-47a4-aa3b-95855b46f9d8 | Comparing two classifier accuracy results for statistical significance with t-test | [{"id": "41449", "score": 1}] | 26271 | test |
0f2f8c0e-e465-4a80-ad76-83ec6a9bf574 | Describing the association between dependent and independent variables | [{"id": "22718", "score": 1}, {"id": "74233", "score": 1}] | 114123 | test |
6ca4a701-b963-42a3-9123-e4957b4dfb4e | Variablity in cv.glmnet results | [{"id": "82307", "score": 1}] | 97777 | test |
9cd78d51-0076-4e06-a007-720113d5d867 | What is the benefit of breaking up a continuous predictor variable? | [{"id": "68972", "score": 1}] | 68834 | test |
caa1c0b1-c197-4fd3-a26c-9a3ad948e6f5 | Identify seasonality in time series data | [{"id": "1207", "score": 1}] | 57705 | test |
9c8511e4-af70-45dc-8a7e-37cf5ccea74d | Math Statistics Bell Curve Computing % correct given 2 numbers (C#) | [{"id": "16968", "score": 1}] | 17076 | test |
55aeb677-1903-4351-934f-d9c435788456 | Threshold for correlation coefficient to indicate statistical significance of a correlation in a correlation matrix | [{"id": "9731", "score": 1}] | 13810 | test |
330f1d77-6127-461d-99b8-22d1de501e1e | Difference between Time series and repeated measures analysis? | [{"id": "93461", "score": 1}] | 108697 | test |
60f2ee2b-8e02-4bf9-ae48-bced319d2d4d | Determining a correction factor and applying it to a second set of numbers | [{"id": "34592", "score": 1}] | 34587 | test |
742fab6a-6134-4a28-bbef-97e7b399b789 | Factor analysis and regression | [{"id": "83511", "score": 1}, {"id": "51814", "score": 1}, {"id": "33865", "score": 1}, {"id": "83071", "score": 1}] | 29824 | test |
527bfe73-9a2d-4fdd-9a56-8098529c74c2 | Deletion residuals | [{"id": "45148", "score": 1}] | 44888 | test |
671bcc76-e5d9-4cb4-97e4-4cd860257445 | test if two normally distributed random variables are equal | [{"id": "93540", "score": 1}, {"id": "110613", "score": 1}] | 99416 | test |
7a09ef12-160d-41f3-bf2b-98871cfcf661 | Why are 5+ expected frequencies needed in Pearson's chi-square | [{"id": "35657", "score": 1}] | 60076 | test |
c8b70b85-8ca9-4282-8ad6-c1639fbeaeb1 | How to check if data constitute a time series with simple moving average method? | [{"id": "79950", "score": 1}] | 79755 | test |
e9b4ded7-c31a-4ef3-9e37-ee8cafa40edf | Weka clustering | [{"id": "51418", "score": 1}] | 112626 | test |
ef9323d2-caa2-4ce2-abea-e9fbc30eacf9 | Dimensionality reduction (SVD or PCA) on a large, sparse matrix | [{"id": "86368", "score": 1}, {"id": "87141", "score": 1}] | 35185 | test |
b78ccb39-46a9-4815-8925-a3424be4cb0f | what mean a p-value above 0.05 doing an ANOVA? | [{"id": "12398", "score": 1}, {"id": "87613", "score": 1}] | 18738 | test |
69de84ba-c9ee-41bf-88a4-6512a59c5952 | How to best display graphically type II (beta) error, power and sample size? | [{"id": "72581", "score": 1}] | 14140 | test |
83d093db-72cf-4d83-9174-839d5cec042e | how to create predictive model in R when outcome variable has more than 10 classes | [{"id": "83852", "score": 1}] | 84334 | test |
944c0b7b-25fe-4971-bd07-b45d5997e472 | How can I generate data with a prespecified correlation matrix? | [{"id": "69272", "score": 1}] | 32169 | test |
ab83696f-1ae4-499f-a9bc-6a68c4afc8d9 | What hypothesis for A is better than B? | [{"id": "45840", "score": 1}] | 45825 | test |
06c31b1c-9f06-4642-b87e-462da5729992 | Diagnostics for logistic regression? | [{"id": "82863", "score": 1}] | 45050 | test |
9b2c281f-6330-4a35-bb13-b9d0ec56517c | How to calculate the signal-to-noise ratio (SNR) in an image? | [{"id": "64011", "score": 1}] | 51946 | test |
f7542053-41c6-4b4f-9581-44e8a9e533dd | PCA analysis with centered variables | [{"id": "26508", "score": 1}] | 26352 | test |
52965f9a-62e7-4062-8a39-bf8e9e3e92fc | Obtaining predicted values (Y=1 or 0) from a logistic regression model fit | [{"id": "108207", "score": 1}] | 25389 | test |
a6de528b-022d-477c-8982-fa5d1f99c4f6 | Distribution from which to sample integers evenly between 1 and 1000? | [{"id": "3930", "score": 1}] | 33519 | test |
cea41a60-ec95-4fc3-b7d0-59ea256817a6 | Central limit theorem for sample medians | [{"id": "76092", "score": 1}] | 45124 | test |
c0bc5a2d-8e7b-4918-83a7-ad771fb8cf9d | Forecasting daily online visits in r | [{"id": "97019", "score": 1}] | 97075 | test |
6d62b82f-6a77-4805-8e5e-9634cef52679 | What is the best introductory Bayesian statistics textbook? | [{"id": "83189", "score": 1}, {"id": "49442", "score": 1}] | 125 | test |
ff141486-992e-4e74-a0ba-d5268be9d29d | Time taken to hit a pattern of heads and tails in a series of coin-tosses | [{"id": "80215", "score": 1}] | 12174 | test |
3b152ebe-5b55-4975-a9bf-cfd22bb03a13 | normalising constant on exponential of exponential | [{"id": "73421", "score": 1}] | 73412 | test |
f135c586-e72b-47b5-bef1-cd3dc3225af6 | Recommended books or articles as introduction to Cluster Analysis? | [{"id": "57565", "score": 1}] | 2291 | test |
3267e56d-6b6f-4079-923d-f7f3257d7920 | Effect Size/Mean Squared Error from Linear Mixed-Model in R | [{"id": "66120", "score": 1}] | 32248 | test |
e1f83860-f4b3-44e8-b0da-73e6868c26ff | Should I use log transformation for my linear regression? | [{"id": "298", "score": 1}, {"id": "82641", "score": 1}, {"id": "72482", "score": 1}, {"id": "60155", "score": 1}, {"id": "29781", "score": 1}, {"id": "103726", "score": 1}, {"id": "44487", "score": 1}, {"id": "22214", "score": 1}, {"id": "93222", "score": 1}, {"id": "33370", "score": 1}, {"id": "86478", "score": 1}] | 113023 | test |
b0d60f06-db4d-4b07-b9dc-60b1e731eeff | Effect of moving average parameter on variability and variance of demand | [{"id": "20030", "score": 1}] | 20039 | test |
64d0c76a-d38c-487b-9b91-3e6f458dafe9 | Kruskal-Wallis or Fligner test to check homogeneity of variances? | [{"id": "15974", "score": 1}] | 15427 | test |
f196ea8f-3707-450c-8ff5-40b69e2c3b5a | In R, how do I fit a student-t distribution to a set of empirical data? | [{"id": "52609", "score": 1}] | 73416 | test |
78462960-5554-4728-b208-76bce9786128 | Multivariate regression with Stata; Joint Hypothesis Testing | [{"id": "55444", "score": 1}] | 55446 | test |
65487423-27c6-46d3-b17a-4b9f69a5feb0 | When is logistic regression solved in closed form? | [{"id": "108727", "score": 1}, {"id": "37635", "score": 1}] | 949 | test |
67ed9e61-6c3a-4695-968d-8b6ae5c48ea8 | Find linear subsets in a 2D point (xy) data | [{"id": "112300", "score": 1}] | 113680 | test |
24eab389-eed3-43fb-ae86-ef4700d38818 | If you know a factor is significant, what is a reason why R might think it's not? | [{"id": "21896", "score": 1}] | 95891 | test |
03e7dedf-036a-49da-bb9d-8dac55ec1019 | Why are MA(q) time series models called "moving averages"? | [{"id": "70665", "score": 1}] | 58242 | test |
d7b9fdd2-e534-4cf9-bd29-35973ce44a42 | How to determine whether a categorical variable is statistically significant? | [{"id": "60817", "score": 1}] | 104250 | test |
3772b2b5-f01b-4cf2-9e71-cdd6fa349267 | How to properly handle Infs in a statistical function? | [{"id": "96766", "score": 1}] | 94271 | test |
60b5cf83-10ad-44b1-a530-5a0e18ae9149 | Calculation of AUC value from ROC Curve | [{"id": "66172", "score": 1}] | 66215 | test |
7253337e-443e-4bef-a541-fa946c4eae86 | Simple combination/probability question based on string-length and possible-characters | [{"id": "25854", "score": 1}] | 25211 | test |
c8629c22-0fb6-4418-9ef3-f25c3b2238f7 | Getting the inflection point(s) from a density plot | [{"id": "93108", "score": 1}] | 68377 | test |
d600b4e3-4178-4344-85b8-38a02abdb524 | Given the power of computers these days, is there ever a reason to do a chi-squared test rather than Fisher's exact test? | [{"id": "95023", "score": 1}] | 14226 | test |
e46f77cc-699d-48fd-a893-780004c6d080 | clustering algorithm for real time event | [{"id": "93077", "score": 1}] | 93067 | test |
6d979cc6-a10f-4d9c-87ee-5470ffaa222d | Why does increasing the number of features reduce performance? | [{"id": "89623", "score": 1}] | 41685 | test |
07b41ae6-5d8b-49db-a921-ddca77aa007d | MC Integration Interval Probability | [{"id": "94212", "score": 1}] | 94272 | test |
5a4bdb65-4c50-4d0a-87d0-dafce6a62d46 | How can I calculate $\int^{\infty}_{-\infty}\Phi\left(\frac{w-a}{b}\right)\phi(w)\,\mathrm dw$ | [{"id": "63347", "score": 1}, {"id": "101084", "score": 1}] | 61080 | test |
b16937b3-49cf-41d3-bf5c-a4893537a50e | In survival analysis, why do we use semi-parametric models (Cox proportional hazards) instead of fully parametric models? | [{"id": "64721", "score": 1}] | 64739 | test |
ede2fbcd-afb7-43c1-be6e-ab272d0a7277 | In what order should you do linear regression diagnostics? | [{"id": "58421", "score": 1}] | 32600 | test |
4051b668-97b4-4fcf-aaa7-d3b25753ca25 | How is Poisson distribution different to normal distribution? | [{"id": "77024", "score": 1}] | 32405 | test |
febb5b1d-38c3-4b4f-941f-8954c725765b | Proof that if higher moment exists then lower moment also exists | [{"id": "48477", "score": 1}] | 26454 | test |
446061e5-1a0d-41d8-b485-bdd3d73da207 | What is the meaning of the beta-coefficient for an interaction term in a crossover study? | [{"id": "93594", "score": 1}] | 92284 | test |
96e777e0-f40e-44bf-a20d-d5872be06132 | Bonferroni adjustment in SPSS - what does it do? | [{"id": "72619", "score": 1}] | 60383 | test |
1ff0c8ac-93b8-4c74-8a6a-f1b7259150ef | Negative AIC linear regression model | [{"id": "486", "score": 1}] | 92210 | test |
6e3c6bac-6f4a-4249-8330-c503a7b07d08 | Intuitive explanation of differences between TOST and UMP tests for equivalence | [{"id": "109698", "score": 1}] | 95667 | test |
f1ca2f01-ee31-49f7-b3f3-c9cc38d9c1d9 | Can the empirical Hessian of an M-estimator be indefinite? | [{"id": "89873", "score": 1}] | 7308 | test |
b3c0eb0d-1587-4ace-ba9c-ffe56b4cde2c | How to digitize an image graph to excel data? | [{"id": "14437", "score": 1}, {"id": "44785", "score": 1}] | 94747 | test |
dcc26ad5-7e48-4f36-bfd5-2c20dbc87409 | Graphing data large and small | [{"id": "76772", "score": 1}] | 80885 | test |
6f383ef2-45cc-4b21-87cf-b2e8fcac3958 | JAGS burn-in phase takes ZERO time? | [{"id": "45193", "score": 1}] | 83865 | test |
b4767952-3e50-4b4b-a371-37735424cc2a | Normal Quantile Quantile Plot Normalization | [{"id": "12262", "score": 1}, {"id": "94395", "score": 1}, {"id": "51794", "score": 1}, {"id": "11256", "score": 1}, {"id": "24580", "score": 1}] | 110707 | test |
868e6625-41b4-4848-842d-27128712b8bd | cluster - class dependency bag of words | [{"id": "72617", "score": 1}] | 72623 | test |
0f139e1f-3fd5-4438-96c1-7a7d9bc239a5 | In testing random numbers, what other tests should I use to complement the Kolmogorov-Smirnov? | [{"id": "30", "score": 1}, {"id": "375", "score": 1}, {"id": "61858", "score": 1}, {"id": "65297", "score": 1}] | 92212 | test |
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