id stringlengths 36 36 | input stringlengths 15 138 | expected_output stringlengths 25 523 | metadata.query_id stringlengths 1 6 | metadata.split stringclasses 1 value |
|---|---|---|---|---|
0ae70ba9-7d76-4ed7-98a7-ee03ce11b49b | Calculate Standard deviation from mean and confidence interval (95%) in R | [{"id": "87641", "score": 1}] | 89633 | test |
819f4afb-e330-4225-9295-0022660e69ed | Sanity check question about correlation between log-normal random variables | [{"id": "93356", "score": 1}] | 45961 | test |
a5d6d3f5-026e-44e1-b54a-0340b3f307b9 | Dimensionality reduction using self-organizing map | [{"id": "18383", "score": 1}] | 22774 | test |
f40714f2-37d4-4f47-bc7d-aed25322d552 | How to find percentiles of a Normal distribution? | [{"id": "35440", "score": 1}] | 8033 | test |
4907c736-00b7-4738-9507-57559d2bb96c | What is a lift chart? | [{"id": "17119", "score": 1}] | 31150 | test |
9eac51ae-59ab-4c83-aad6-65b07ba3ee10 | Prerequisites for AIC model comparison | [{"id": "83147", "score": 1}] | 48714 | test |
71cf7238-61dd-4206-979b-9abf56c7c0f0 | Correlation between discrete and continuous variables | [{"id": "63901", "score": 1}] | 62741 | test |
b4feca2f-d95f-4c9d-904a-8480de335d57 | Stepwise regression in R – Critical p-value | [{"id": "109789", "score": 1}] | 97257 | test |
10e54dc6-2877-40ba-a1dc-5e0471ca80e7 | Standard deviation of binned observations | [{"id": "71169", "score": 1}, {"id": "90022", "score": 1}, {"id": "70479", "score": 1}] | 60256 | test |
a844d7cb-5a12-416a-81f1-6c9ab2f9ae77 | How to specify the random term in lme, lmer and aov? | [{"id": "13433", "score": 1}] | 13475 | test |
d4326760-7d31-41f6-bd49-f9629fddf508 | Goodness of fit test for a mixture in R | [{"id": "28850", "score": 1}] | 28873 | test |
4e8d5dfd-b50c-4149-bbe7-e38199d68ccb | What are the mathematics I need to learn, before I start research in data mining | [{"id": "68793", "score": 1}] | 103164 | test |
9be918a6-2fd8-49fe-898d-226807578554 | Meaning of Likelihood in layman's terms | [{"id": "2641", "score": 1}, {"id": "83396", "score": 1}] | 66094 | test |
3281f7dc-3c6c-4d77-91f8-1b96c12de1df | Comparison between multi-level modelling and generalized estimating equation | [{"id": "16390", "score": 1}] | 32808 | test |
4393e9bc-4383-42ef-aafc-99162dbc4032 | Is Marliyn vos Savant correct about the 2/3 odds in her version of the Monty Hall problem? | [{"id": "373", "score": 1}, {"id": "97315", "score": 1}] | 30514 | test |
c21cc020-9122-4c5c-9a0e-3db7bc61f440 | Segmented nonlinear regression in R? | [{"id": "7527", "score": 1}] | 12469 | test |
bafc01b5-e416-4e01-8475-1eb193de38d0 | Do we need a global test before post hoc tests? | [{"id": "97365", "score": 1}] | 9751 | test |
4a87a0e5-92ab-4c3e-b02b-b1f819628f9a | Statistical test for a random die roll? | [{"id": "3194", "score": 1}] | 80555 | test |
d2256906-a5c1-40e6-8c12-0e9791ea4f12 | Probability of observing value EQUAL to +2 SD in a standard normal dist with parameters N(0,1) | [{"id": "17000", "score": 1}] | 84197 | test |
fb1f9a56-760a-4e3d-8615-4993b077d144 | Sum of squared errors | [{"id": "48627", "score": 1}, {"id": "57380", "score": 1}, {"id": "107883", "score": 1}, {"id": "78226", "score": 1}, {"id": "46019", "score": 1}, {"id": "70238", "score": 1}, {"id": "118", "score": 1}] | 94360 | test |
99a69953-7815-47cb-a59c-ee3d2300ba89 | Is there a simple rule for interpretation of Interactions (and their directions) in binary logistic regression? | [{"id": "57031", "score": 1}, {"id": "57036", "score": 1}] | 57074 | test |
ce3b6f4a-78ca-46aa-8d3e-8f60d86f056a | What does "unbiasedness" mean? | [{"id": "60297", "score": 1}] | 16008 | test |
3d84c684-f285-4f3c-a767-eb6052320edf | What does this test mean? | [{"id": "87599", "score": 1}] | 87601 | test |
5a084de5-ce2e-43ce-bb7b-375827a003c4 | Strategy for deciding appropriate model for count data | [{"id": "50699", "score": 1}] | 7535 | test |
fe5e87f7-b464-4b3f-a0ca-387e9411c8ce | Correlation of categorical and interval variables | [{"id": "60877", "score": 1}] | 91510 | test |
804673d3-e494-41d2-9c00-7d32a74b4fe6 | Repeated ANOVA unbalanced data | [{"id": "78910", "score": 1}] | 78928 | test |
37bbc282-5d6c-44a9-bf21-915e505a335b | What is a good algorithm for estimating the median of a huge read-once data set? | [{"id": "20568", "score": 1}] | 346 | test |
935e2f3b-5f24-420c-9d6f-72b8dc0dd657 | Basics of forecasting | [{"id": "86354", "score": 1}] | 86357 | test |
f34aeecf-f8a1-4da1-98ea-9aa46cf90095 | Significant predictor loses significance when second non-significant predictor is entered (log regression) | [{"id": "28474", "score": 1}, {"id": "38180", "score": 1}, {"id": "80559", "score": 1}, {"id": "30363", "score": 1}, {"id": "95418", "score": 1}, {"id": "58709", "score": 1}, {"id": "55008", "score": 1}, {"id": "102674", "score": 1}] | 28842 | test |
0756df7f-59f5-4801-9cbd-a386f291f85b | rescale a vector x to lie between arguments LOWER and UPPER in R | [{"id": "70801", "score": 1}, {"id": "79706", "score": 1}] | 88097 | test |
71062520-9ad2-4e24-9b34-524cf945db77 | Geometric mean of uniform variables | [{"id": "89946", "score": 1}] | 89949 | test |
b16d930b-a3b7-4ff9-a484-275ab50842c1 | Markov chain getting stuck due to insufficient data samples | [{"id": "60254", "score": 1}] | 60257 | test |
2870371d-901e-401e-b369-7152f9de5b04 | Do I need to use t-test? | [{"id": "15021", "score": 1}] | 15662 | test |
64acbaf3-c272-47b5-ae77-57c84cac7c12 | Computing and plotting a correlogram | [{"id": "29031", "score": 1}] | 28942 | test |
2838870e-e509-45fb-bf55-89f1ac5ac30c | Ordinal item on Likert scale as dependent variable in regression | [{"id": "10", "score": 1}, {"id": "84272", "score": 1}, {"id": "63487", "score": 1}] | 76398 | test |
616a20ab-3a5d-42e7-86ca-99f789717ab9 | Assessing error of a spatial interpolation algorithm | [{"id": "16313", "score": 1}] | 16287 | test |
a7587c6e-6675-4887-9f9b-acd97f590fb4 | Logit versus Probit | [{"id": "20523", "score": 1}, {"id": "73043", "score": 1}] | 47746 | test |
ee40e891-b0c8-40f6-9002-75c922c93995 | How to use CDF and PDF statistics for analysis | [{"id": "94350", "score": 1}] | 4810 | test |
505b1d0e-bbb8-42c2-b6d9-b3e633f8fe99 | Difference between Cohen's d and Hedges' g for effect size metrics | [{"id": "66956", "score": 1}] | 1850 | test |
1a09ba5c-2abb-4c83-8ad9-a858f225161e | How do I interpret the results of a Breusch–Pagan test? | [{"id": "19083", "score": 1}] | 8107 | test |
b3526f24-ef3d-4a47-a839-63d60fd9e635 | How to analyze data with more than one associated categorical dependent variables? | [{"id": "56997", "score": 1}] | 57214 | test |
164bd1b4-d672-4b72-90e1-fd53525168d6 | Why does the Lasso provide Variable Selection? | [{"id": "81882", "score": 1}, {"id": "96046", "score": 1}] | 74542 | test |
dc648eb6-6505-4e89-94cf-8f40a271bb16 | How to tell if data is "clustered" enough for clustering algorithms to produce meaningful results? | [{"id": "35981", "score": 1}, {"id": "93488", "score": 1}] | 11691 | test |
c5de7a08-534a-436d-946b-647636c8d0bd | How to Interpret a negative log linear regression coefficient? | [{"id": "64348", "score": 1}] | 64343 | test |
f45f8e07-8682-4fdc-abce-d54ce1969dd8 | Testing equality of variances without the data, just from the variances and the mean | [{"id": "77631", "score": 1}] | 77099 | test |
04c92184-b8d7-47ad-8f45-50b384329881 | Why does the correlation coefficient between X and X-Y random variables tend to be 0.7 | [{"id": "91799", "score": 1}] | 51456 | test |
8e774588-8017-4fa5-b5d2-c22dd42a4cd2 | How to interpret regression coefficients for a variable with takes positive and negative values? | [{"id": "25182", "score": 1}] | 25094 | test |
6037f1c2-53f8-4763-9011-3c424385deca | Why would adjusting in a model change the direction of an effect? | [{"id": "67430", "score": 1}] | 89472 | test |
ee24af5d-1f11-470e-95c7-a6a7d5e4fd01 | Interpreting estimates from generalized models in R | [{"id": "11096", "score": 1}, {"id": "87553", "score": 1}, {"id": "89335", "score": 1}] | 89038 | test |
23c96b88-3d20-42f0-bbdb-1e3f72e78ae6 | "Accept null hypothesis" or "fail to reject the null hypothesis"? | [{"id": "106309", "score": 1}, {"id": "89741", "score": 1}, {"id": "85903", "score": 1}] | 60670 | test |
f94a547e-b849-4b61-80b6-c38f4aa97c1f | Boxplot for several distributions? | [{"id": "81451", "score": 1}] | 13875 | test |
8c44a322-46c0-4a2e-b71b-a8a310d7dd9a | How to plot ROC curves in multiclass classification? | [{"id": "50547", "score": 1}, {"id": "71700", "score": 1}] | 2151 | test |
34c3efe3-2aa2-4855-97f8-53770b127093 | Interpreting Gaussian probabilities greater than 1 | [{"id": "4220", "score": 1}, {"id": "70288", "score": 1}, {"id": "69866", "score": 1}, {"id": "62284", "score": 1}, {"id": "62255", "score": 1}, {"id": "5819", "score": 1}, {"id": "68299", "score": 1}, {"id": "65041", "score": 1}, {"id": "99299", "score": 1}, {"id": "71806", "score": 1}, {"id": "112569", "score": 1}, {"id": "33955", "score": 1}, {"id": "111970", "score": 1}, {"id": "48109", "score": 1}, {"id": "99129", "score": 1}, {"id": "35364", "score": 1}, {"id": "93773", "score": 1}, {"id": "103607", "score": 1}] | 9427 | test |
b9c42f2d-4a9a-4a66-b2e2-88f55df96862 | How are the standard errors of coefficients calculated in a regression? | [{"id": "87367", "score": 1}] | 44838 | test |
cac91d2d-e9cd-4689-86e9-9c0b1eae980a | How to simulate data that satisfy specific constraints such as having specific mean and standard deviation? | [{"id": "94716", "score": 1}] | 30303 | test |
e9e1efc6-8394-4567-8a1c-f2be62e43413 | Log and natural log | [{"id": "109669", "score": 1}] | 102744 | test |
02a80e7f-870e-4c35-ade5-e6e0464433a6 | Find the distribution of w | [{"id": "50584", "score": 1}, {"id": "50501", "score": 1}] | 46217 | test |
99a2bbeb-db4a-48c3-a7d9-ba24e4f79909 | A constant as an admissible estimator | [{"id": "62113", "score": 1}] | 48302 | test |
c4f6290f-63d9-4713-b22b-d35930074900 | Do Bayesians believe in Fixed Effect Models? | [{"id": "83731", "score": 1}] | 113194 | test |
346cc50a-51e6-4d76-9665-62b5adf111bf | How to interpret regression coefficients when response was transformed by the 4th root? | [{"id": "92476", "score": 1}, {"id": "99699", "score": 1}] | 35982 | test |
aae87410-ef88-4de2-942e-1583431d6230 | How can I efficiently model the sum of Bernoulli random variables? | [{"id": "71019", "score": 1}] | 5347 | test |
e87238a7-6651-4fd6-a54e-ec34418e9887 | Determining an optimum and distribution range for a given species abundance vs an environmental gradient data | [{"id": "68852", "score": 1}] | 67243 | test |
27fcb394-6e45-4b6a-b2dc-96a6d35d82ef | Why continue to teach and use hypothesis testing? | [{"id": "72686", "score": 1}] | 6966 | test |
fb49747b-ebaa-4330-bd52-a135c77050ce | When are two normally distributed random variables jointly bivariate normal? | [{"id": "30159", "score": 1}, {"id": "37829", "score": 1}, {"id": "81469", "score": 1}] | 33354 | test |
3641b760-84e5-4caf-ada5-d09b7ecf7843 | Why is coefficient of determination used to assess fit of a least squares line? | [{"id": "65848", "score": 1}] | 65779 | test |
53743285-194f-45e5-bc17-86cfc6b1fda3 | chisq.test in R doesn't produce same answer as by-hand | [{"id": "85861", "score": 1}] | 96835 | test |
8cc01001-65b3-40e9-925b-5e70e26ce366 | How to correlate ordinal and nominal variables in SPSS? | [{"id": "80618", "score": 1}] | 23938 | test |
31411792-e5f1-49d5-918b-ed0aec44ac8b | What are examples where a "naive bootstrap" fails? | [{"id": "38926", "score": 1}] | 9664 | test |
c4c6187b-26e7-4968-a3f1-c285072b51af | How to compare two groups when one only has one data point? | [{"id": "44475", "score": 1}, {"id": "99121", "score": 1}] | 67782 | test |
7c6b1d22-3a2b-4a13-81bc-e5aa344e2d92 | Linear regression not fitting well | [{"id": "83777", "score": 1}] | 83554 | test |
bca01376-d326-43eb-9aac-0c4d5dc1b510 | Statistics and Probability interview questions | [{"id": "5465", "score": 1}, {"id": "106346", "score": 1}] | 43020 | test |
d9cd7861-0e67-4dde-90fb-d96294b61c96 | Reproduce a confidence interval of linear regression in Excel | [{"id": "9131", "score": 1}, {"id": "84243", "score": 1}, {"id": "56875", "score": 1}] | 104029 | test |
0d68d708-cfa3-41e4-be1d-93cf975cc550 | How to get SSE for predictions using SAS? | [{"id": "33056", "score": 1}] | 32864 | test |
149825df-aadc-4789-8854-bb56b6443897 | Computation of new standard deviation using old standard deviation after change in dataset | [{"id": "41197", "score": 1}] | 24878 | test |
735b17fd-d165-489c-9d42-52869a48e9e4 | Centering vs. Standarizing which one is better? | [{"id": "104409", "score": 1}] | 104567 | test |
f2a57636-dfba-40ca-bd42-5653d54763e1 | What, precisely, is a confidence interval? | [{"id": "61895", "score": 1}, {"id": "13655", "score": 1}, {"id": "107691", "score": 1}, {"id": "73875", "score": 1}, {"id": "83007", "score": 1}] | 6652 | test |
17384b8d-b451-4ba5-8eea-7831e44122cd | Good econometrics textbooks? | [{"id": "64590", "score": 1}] | 4612 | test |
6e69e8ac-cab1-4b96-ab97-1deb60b1596b | How can dummy variables are able to add in Stata? | [{"id": "70699", "score": 1}, {"id": "88094", "score": 1}] | 96722 | test |
862ac4df-0a43-4310-b086-6a2ae8688403 | Incremental or online or single pass or data stream clustering refers to the same thing? | [{"id": "22691", "score": 1}] | 22439 | test |
b0ec00d3-0fb6-426b-85dd-2b6e12b8ddc6 | Pearson r Interpretation | [{"id": "15593", "score": 1}] | 37866 | test |
5f60eb18-443d-42dd-b795-e5fec82792e0 | Meaning of probability notations $P(z;d,w)$ and $P(z|d,w)$ | [{"id": "15510", "score": 1}, {"id": "30825", "score": 1}, {"id": "68150", "score": 1}] | 10234 | test |
23db810e-3a45-4370-8392-0dd908f96688 | Postive correlation but negative coefficient in regression | [{"id": "34151", "score": 1}, {"id": "92505", "score": 1}] | 65446 | test |
c50afd8d-bc75-4317-87e4-d22458d53211 | $\chi^2$ goodness of fit - how to compute expected counts when $\exists$ unknown parameters | [{"id": "16921", "score": 1}, {"id": "78416", "score": 1}, {"id": "884", "score": 1}] | 105545 | test |
fe23895d-fb5b-4b6a-9d4d-78466e644d21 | When are Log scales appropriate? | [{"id": "48563", "score": 1}] | 27951 | test |
6a907bc9-7694-40b9-97de-acb92abc1321 | How to perform linear regression with categorical factors? | [{"id": "31690", "score": 1}, {"id": "36303", "score": 1}] | 31958 | test |
2e332b8a-cd77-47d0-a90d-f02b9cc14657 | R's lmer cheat-sheet | [{"id": "59076", "score": 1}] | 13166 | test |
400f2435-8be5-4c2d-8d04-eebf1f402bc0 | Significant interaction with non significant main effect | [{"id": "85940", "score": 1}, {"id": "90049", "score": 1}] | 87805 | test |
eb4cc169-f73d-4db9-84b4-9b72e0c419a6 | Continuous dependent variable with ordinal independent variable | [{"id": "113965", "score": 1}] | 33413 | test |
6f16e1cd-2ad8-444d-9699-8d5213583209 | "optimum" tree from random forests | [{"id": "72266", "score": 1}] | 78329 | test |
9380a085-e373-4101-a0d7-d49f57549485 | What does it mean for two variables to be uncorrelated? How is it possible for two variables to be strongly related but still uncorrelated | [{"id": "30156", "score": 1}, {"id": "48734", "score": 1}, {"id": "534", "score": 1}] | 51907 | test |
5f87334d-2128-40aa-acdd-184863fecadc | Finding distribution function | [{"id": "102691", "score": 1}] | 110997 | test |
245fc2e0-15f9-4219-ba98-8b3543acac71 | How to fit data that looks like a gaussian? | [{"id": "70153", "score": 1}] | 83022 | test |
ad984266-96f4-46a3-88c7-7fe3da2cbfd3 | regression. sufficient dimension reduction | [{"id": "111824", "score": 1}] | 111835 | test |
fe6e3fe1-b681-4529-9f50-0bb26a725844 | Intuitive examples of importance sampling | [{"id": "82955", "score": 1}] | 82947 | test |
d39242e4-2a67-413c-a4af-03b31dba8591 | OLS in R with linear inequality constraints on coefficients | [{"id": "61733", "score": 1}] | 64831 | test |
a0440b30-8abd-4e56-b205-dc47e43f8bea | Significance tests | [{"id": "72275", "score": 1}] | 24911 | test |
47f25e9e-0ab4-41e3-9d25-79ae9366641c | AR(1) coefficient is correlation? | [{"id": "95305", "score": 1}] | 68243 | test |
332aa8d7-b5e2-41e2-bc08-9296780bc469 | Nonparametric test when variances are unequal | [{"id": "88644", "score": 1}] | 101074 | test |
82e1c916-279a-4977-8334-bbffb7e7e347 | Econometrics: Panel data without unit identifier | [{"id": "104139", "score": 1}] | 104444 | test |
a75233a5-f3f4-419d-88a4-33e08c4a2d77 | Where to find a large text corpus? | [{"id": "46929", "score": 1}] | 18905 | test |
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