id stringlengths 36 36 | input stringlengths 15 138 | expected_output stringlengths 25 523 | metadata.query_id stringlengths 1 6 | metadata.split stringclasses 1 value |
|---|---|---|---|---|
6a9338ac-e442-417b-9137-1410d5720953 | Find parameters $\alpha$ and $\beta$ of a beta distribution, if I have one quantile and the mean | [{"id": "38501", "score": 1}] | 101455 | test |
8f979f22-d5ff-4135-b481-c91c21a200dd | How to the predict the number of daily visitors in six months' time based on the past three? | [{"id": "25189", "score": 1}] | 25181 | test |
be0ea553-aefe-4703-8367-89f64dbbf409 | One-Tailed Fisher's Exact Test | [{"id": "1805", "score": 1}] | 90243 | test |
bf3724a0-01a5-4245-b613-017ad8bbbb42 | Why we solve the dual problem in SVM? | [{"id": "19181", "score": 1}] | 35929 | test |
d150b7fb-16e7-4ae3-a2b5-2b7f536b37e8 | How to estimate the confidence interval using sample average and sample size ONLY? | [{"id": "4756", "score": 1}, {"id": "62743", "score": 1}, {"id": "64118", "score": 1}] | 72646 | test |
fbb3f838-4a72-4b0f-af5e-36a3a03c27c6 | How to show that the $E[x_i] = \bar{X}$ | [{"id": "92656", "score": 1}] | 92661 | test |
51283c2c-2a84-451a-83dc-1c0827f3af2f | Reference with distributions with various properties | [{"id": "85849", "score": 1}] | 26073 | test |
bb8d1e51-a933-4640-8879-ef0f693d886a | Using regression equation to estimate values outside of the range of data? | [{"id": "26914", "score": 1}] | 86258 | test |
c2350fd7-cf69-441d-a875-005201038390 | How to compare ratings of airlines on a Likert scale when different participants have rated different airlines? | [{"id": "27876", "score": 1}] | 27786 | test |
3dd2a98a-cbdf-4a72-8032-57b51a06035d | Meaning of significance test | [{"id": "16218", "score": 1}] | 59851 | test |
7e9ce883-b4aa-4229-bd18-99afcba16aee | Using PCA to reduce the number of variables split into groups | [{"id": "43860", "score": 1}] | 43529 | test |
feb25909-233b-49cf-ae76-cf0b840a59a2 | How to calculate mean and standard deviation in R given confidence interval and a normal or gamma distribution? | [{"id": "87139", "score": 1}] | 30402 | test |
4b350eac-030e-4b40-910e-0d16930ab5ac | Describing standard deviation | [{"id": "26", "score": 1}] | 72297 | test |
eed0683c-45a1-4ca4-abae-90846df2a8bc | Detecting outstanding events | [{"id": "1142", "score": 1}, {"id": "36281", "score": 1}, {"id": "74531", "score": 1}, {"id": "35727", "score": 1}, {"id": "62598", "score": 1}, {"id": "36271", "score": 1}] | 35608 | test |
45040738-a125-44c8-aefd-675b6ffa48ad | Bayesian and frequentist approaches: What are some success stories for the former? | [{"id": "43471", "score": 1}] | 48261 | test |
17b2142d-06c1-4e5a-873f-196bb40ff207 | GLMM multilevel hierarchical model with R | [{"id": "82014", "score": 1}] | 82624 | test |
d8d344de-67df-45a9-a99a-00c0653db70d | Derive Variance of regression coefficient in simple linear regression | [{"id": "91750", "score": 1}] | 88461 | test |
b7967923-d53a-4161-9665-59f71c2d91a8 | Voting in Multi-Class SVM | [{"id": "21465", "score": 1}] | 21463 | test |
af53ec24-2747-45d8-a8e9-f07a65bd214a | What analysis (in SPSS) should I use for a repeated measures design with dichotomous outcome variable? | [{"id": "30169", "score": 1}] | 30275 | test |
9626b365-0426-42c4-b6b4-dad0a3e25a65 | How to interpret a 95% confidence interval of a proportion? | [{"id": "11856", "score": 1}] | 16658 | test |
ae363a71-1eb8-4e7f-a44d-57e89522b465 | Why PCA of data by means of SVD of the data? | [{"id": "111813", "score": 1}] | 79043 | test |
74b72b57-05ba-4ef8-aa2e-ea5e2ace9a8c | What is a good book on experimental design and data analysis relevant to industrial bakery applications? | [{"id": "1815", "score": 1}] | 30428 | test |
14590390-3922-466f-9857-53b782e9241c | How do I add a "confidence rating" to something? | [{"id": "33547", "score": 1}, {"id": "112689", "score": 1}, {"id": "58530", "score": 1}, {"id": "41462", "score": 1}, {"id": "41159", "score": 1}] | 106381 | test |
44e7d641-1cc5-432e-b48b-d308a6ad4ca5 | Book Recommendation for Mathematical Statistics | [{"id": "56385", "score": 1}] | 56461 | test |
4d65d079-8bc0-46c7-87bf-b8a87d60405a | Difference between FA and PCA | [{"id": "1576", "score": 1}, {"id": "101125", "score": 1}, {"id": "79934", "score": 1}] | 3369 | test |
3568af97-4765-4be1-a072-5dc73bd825fa | Interpreting ANOVA results | [{"id": "51826", "score": 1}] | 54954 | test |
572852dc-0ba9-4ad1-adaf-5d8a11af02ea | Wilcoxon two-sample test approximated by z-statistic | [{"id": "44465", "score": 1}] | 66273 | test |
c0a7d029-93e5-4e85-a930-5cade16c917e | 80% of missing data in a single variable | [{"id": "51398", "score": 1}] | 6563 | test |
11631cd3-50dc-46f5-9d61-8d07e37263b5 | Distribution of a vector divided by its sum | [{"id": "3640", "score": 1}, {"id": "58800", "score": 1}] | 84115 | test |
07d2fce5-ad8c-4518-a772-59b0f550bff8 | What test should I use with shannon diversity index values? | [{"id": "79737", "score": 1}] | 25235 | test |
8b65bf87-30fa-45ef-9e70-04fb25bb4909 | Social network datasets | [{"id": "65601", "score": 1}] | 4451 | test |
ced9db45-563b-47a6-877a-32c1bf5cb45b | Help me understand Bayesian prior and posterior distributions | [{"id": "59534", "score": 1}] | 58564 | test |
0c343fa2-573c-49e5-8054-aa902174dd00 | Solved Assumptions of Linear Regression | [{"id": "16381", "score": 1}, {"id": "92384", "score": 1}, {"id": "109322", "score": 1}] | 55131 | test |
a41b773d-41ef-491b-8df7-3ad1c72acbdc | Estimates of variance from an iid sample | [{"id": "3931", "score": 1}] | 84116 | test |
f080acf7-e00f-4f9d-bdeb-3f00fa47032a | Why does standard error not involve population size? | [{"id": "40593", "score": 1}] | 38290 | test |
6de722f9-b538-493f-9e92-d4f565424133 | Correction term in variance of mixture | [{"id": "16608", "score": 1}] | 59526 | test |
74c49ea3-43b7-42b7-b887-5a6c320fca12 | Multicollinearity in OLS | [{"id": "104359", "score": 1}] | 46558 | test |
a13a901f-82a3-43a2-ba62-d56215c3f81e | How to test a Random Number generator in R? | [{"id": "27958", "score": 1}] | 90130 | test |
0fc1a311-d6b8-41ce-8dd3-948e975278c8 | Interpreting AIC and BIC fit | [{"id": "88368", "score": 1}, {"id": "88083", "score": 1}] | 26828 | test |
255f72f4-4377-495c-908d-fe51df11d59d | Normal distribution probability | [{"id": "38784", "score": 1}] | 5504 | test |
a94b8006-b2f6-41c5-b71b-4280f6a70107 | In GLIM, Is the link function of mean linear in explanatory variables? | [{"id": "62506", "score": 1}] | 63177 | test |
ce1c5f8b-482d-4370-a1d1-cc1c4cb33854 | Conditional Expectation for Probability Distribution | [{"id": "220", "score": 1}] | 26383 | test |
088183f3-47a6-4231-a108-475b9c6585e2 | Multivariate Hypergeometric Distribution with "or more" Successes | [{"id": "107661", "score": 1}] | 107898 | test |
91739c07-5815-4072-a0fc-ef6f42ec4453 | Finding an acceptable upper limit on a random generator with an unknown distribution | [{"id": "62872", "score": 1}] | 63260 | test |
30c09e37-e5b1-4bd5-a350-a71b74e67461 | R-squared: X "explains" the percentage of variation of the Y values. Does axis order matter? | [{"id": "19491", "score": 1}] | 18434 | test |
43cfbc5f-c726-4672-a212-2da213455811 | What is the best way to analyze data from the Likert scale | [{"id": "92724", "score": 1}] | 92751 | test |
6366c7f9-a7af-4666-a445-506058afabdf | Behavior of a sum of kernel functions | [{"id": "26471", "score": 1}] | 26465 | test |
d838dfa5-27c1-4519-b0de-2268e6468ba3 | Excluding the components and only including the interaction term in a logistic regression? | [{"id": "5450", "score": 1}, {"id": "32702", "score": 1}, {"id": "38091", "score": 1}, {"id": "29520", "score": 1}] | 32000 | test |
a8205817-750a-4cd2-b692-b892cf91bf30 | A reliable measure of series similarity - correlation just doesn't cut it for me | [{"id": "21203", "score": 1}] | 21151 | test |
a2324493-33f8-4cfb-9819-afac37595752 | How to test hypothesis of no group differences? | [{"id": "15841", "score": 1}] | 3038 | test |
052c2192-5d4d-4254-b68d-edc8599040b3 | When I add higher order terms in a regression, do I need to add the main effect? | [{"id": "27724", "score": 1}, {"id": "113598", "score": 1}] | 90113 | test |
4f3df973-d39f-4304-a581-4e29b2b16e23 | What does "likelihood is only defined up to a multiplicative constant of proportionality" mean in practice? | [{"id": "104249", "score": 1}] | 97515 | test |
fc657931-781c-43db-babd-b54cf2d8eb68 | When (and why) to take the log of a distribution (of numbers)? | [{"id": "110968", "score": 1}] | 18844 | test |
185d8821-0f78-431e-ad29-54db14693185 | Where can I find a citable reference for the formula for inverse distributions? | [{"id": "14483", "score": 1}, {"id": "71333", "score": 1}, {"id": "72137", "score": 1}] | 71999 | test |
c041774d-ba62-4067-9ca9-04f085efc38d | PCA eigenvectors with opposite values | [{"id": "34396", "score": 1}] | 54728 | test |
a9b4d3aa-d239-4dd5-890d-03b1ca664c41 | Measures of association, Concordant and Discordant | [{"id": "51604", "score": 1}] | 104496 | test |
272be2bc-0c07-4066-92c2-444980668b84 | Comparing two logit or probit curves using a single parameter | [{"id": "56048", "score": 1}] | 56018 | test |
c0a7bfe6-de73-41af-915e-07e6c491d14d | Good methods for density plots of non-negative variables in R? | [{"id": "71282", "score": 1}] | 65866 | test |
dd2422e7-f864-4365-bffc-8bf0cf9e977d | Should covariates that are not statistically significant be 'kept in' when creating a model? | [{"id": "67161", "score": 1}, {"id": "104487", "score": 1}, {"id": "87783", "score": 1}] | 66448 | test |
a78dfd00-de7b-4922-8579-9f904901b78f | Summation representation for multivariate regressions (or other time-saving techniques) | [{"id": "6920", "score": 1}] | 16907 | test |
5abdfeaa-be71-45bb-a767-637243f98418 | Understanding the effect of each parameter in a Monte Carlo Simulation | [{"id": "91885", "score": 1}] | 91467 | test |
74b0cd92-3bd4-46c5-a6bb-f502a6f1428d | estimator(preferably unbiased) of $\ln E[X]$ | [{"id": "112190", "score": 1}] | 112204 | test |
29b159ba-5370-4122-9e54-172bf243931b | Overall rank from multiple ranked lists | [{"id": "111225", "score": 1}] | 56852 | test |
a1685a45-de6f-418b-905c-fbce24174ed2 | Advantages of ROC curves | [{"id": "109599", "score": 1}] | 28745 | test |
377b1720-3d8c-466c-a5b2-74c784a94885 | Log or square-root transformation for ARIMA | [{"id": "78421", "score": 1}] | 74537 | test |
9e3eaf26-de97-4246-9df6-a0f7482b3873 | Is an online chi square calculator available for larger tables? | [{"id": "51914", "score": 1}] | 14757 | test |
a23ddeef-93b5-4ce2-8989-45631646a6f5 | Bottom to top explanation of the Mahalanobis distance? | [{"id": "91746", "score": 1}] | 62092 | test |
c56257e6-ae9c-4eb9-b1e0-1c37880ef9ef | Interpretation of Kolmogorov-Smirnov Generated Distributions | [{"id": "69889", "score": 1}] | 72648 | test |
c8df9ba2-f3b9-4f56-b74e-d4af8afed32a | Clustering using different distance measures | [{"id": "112698", "score": 1}] | 114043 | test |
9f758b32-e01f-45ba-9ce8-a2363de14b56 | Is significance of the p-value reliable with extremely small sample sizes? | [{"id": "37993", "score": 1}, {"id": "90028", "score": 1}, {"id": "90489", "score": 1}] | 47279 | test |
d1e38bdb-3e9f-4c12-85f3-bc9d269c9faa | How to do a pretty scatter plot in R? | [{"id": "24636", "score": 1}] | 24416 | test |
ed002417-b5dc-4b66-8d78-fd3e4629cb9b | ANCOVA and its disturbing assumptions | [{"id": "47618", "score": 1}] | 44928 | test |
4b75ae5b-8eed-4970-b2a2-ecf421adc9a4 | Approximation of explained variance | [{"id": "50067", "score": 1}] | 50095 | test |
48eecb2f-4dc1-4344-a7a9-91244aff21f2 | Which Distribution Does the Data Point Belong to? | [{"id": "87053", "score": 1}] | 83296 | test |
9d2cec64-c19a-42c4-b265-4e106b9e24fa | Why is it that it is self-defeating to use the posterior mode as the bayes estimator in this case? | [{"id": "87116", "score": 1}] | 87110 | test |
5f8f20ea-3e15-4f2b-8c99-d6b2d9cb7dec | standard deviation in unbiased problem | [{"id": "58230", "score": 1}, {"id": "66015", "score": 1}] | 71269 | test |
c929e736-f39c-4bf8-99a1-774c7655f0a7 | How to test for equality of means for proportions? And two-sided or one-sided? | [{"id": "89273", "score": 1}, {"id": "47181", "score": 1}, {"id": "26031", "score": 1}] | 43748 | test |
b19f8795-8e67-4b59-b65f-e413e1c61e60 | Interpretation of Linear SVM Coefficients | [{"id": "39243", "score": 1}] | 108085 | test |
e8bef397-0ce1-42e2-89d1-344e4ca96b67 | Intuition For Overlapping Confidence Intervals and Statistical Significance | [{"id": "18215", "score": 1}] | 92794 | test |
766bf8e7-06ea-4f3d-b968-e354ca3ad0db | binomial GLM output hugely affected by a factor level with all zeros | [{"id": "11109", "score": 1}, {"id": "74549", "score": 1}] | 78374 | test |
09c4f89b-7ce6-4e70-8f36-9fb82bf72963 | How to compare 2 regression slopes with R? | [{"id": "33013", "score": 1}] | 59434 | test |
9c8d0fb9-d111-47c6-84d7-46aada96e52e | What is the best way to convert learning to rank to pairwise preference learning? | [{"id": "9003", "score": 1}] | 28653 | test |
1f849de5-05e1-4886-80ad-a306f51e0ba7 | What could it mean to "Rotate" a distribution? | [{"id": "10192", "score": 1}] | 85436 | test |
51a2c484-d133-4ea2-8928-908417190174 | Naive Bayes for two continuous features | [{"id": "35144", "score": 1}] | 25190 | test |
587a331f-d4fb-4cf3-b695-14deec9b1a4b | If MGF exists, does it imply that all $E(X^n)$ exist? | [{"id": "32706", "score": 1}, {"id": "76547", "score": 1}] | 38511 | test |
d158f38d-05d9-42cf-a68f-355aa8e95b92 | Finding the probability of getting a complete set from N classes of objects in M draws | [{"id": "24211", "score": 1}, {"id": "83078", "score": 1}] | 26719 | test |
1fa188f4-ac83-4c69-835d-adada7051b07 | R: compute correlation by group | [{"id": "31803", "score": 1}] | 4040 | test |
40716551-cddc-4eb7-8d4e-c7993012f2c9 | Is there any use for the quantity $\int f(x)^2 dx$ in statistics or information theory? | [{"id": "72554", "score": 1}] | 9926 | test |
4582e356-4ecf-4404-b6f8-ea2b7ab28237 | Improvement of regression model | [{"id": "35716", "score": 1}] | 35719 | test |
2dec2004-419b-4a7a-ac05-8ffba549b13c | Probability associated with experiencing all outcomes | [{"id": "40789", "score": 1}] | 29364 | test |
c92bcab8-3e13-4800-8ced-e6b1e13513d9 | What is the real answer to the Birthday question? | [{"id": "64362", "score": 1}] | 22009 | test |
75b5e986-ced2-4d7b-90d2-0552bbf6a139 | Odds Ratio Coefficient | [{"id": "26288", "score": 1}] | 92895 | test |
9ccce137-2f85-432c-a049-6852c104eeeb | Comparison of two error distributions to determine "goodness of fit" | [{"id": "78464", "score": 1}] | 78285 | test |
3e0101a9-3472-4b2e-9580-248ff3bb5bb3 | Transform higher order Markov Chain to first order | [{"id": "2457", "score": 1}] | 48781 | test |
7f2302cb-5483-41d8-9f33-f7bcf128abec | How to generate correlated random numbers (given means, variances and degree of correlation)? | [{"id": "70849", "score": 1}, {"id": "97237", "score": 1}, {"id": "48534", "score": 1}] | 38856 | test |
a9a857ee-8372-4863-8c5d-a5a359fa523b | Performance evaluation of auto.arima in R and UCM on one dataset | [{"id": "68387", "score": 1}] | 68261 | test |
24ed40ab-a456-4548-b5a5-3667e1e3abde | Logistic Regression - Model Selection Method | [{"id": "18638", "score": 1}] | 81880 | test |
60ccac1d-ecf8-4044-8b5b-2c7b98294822 | Interpretation of log transformed predictors in logistic regression | [{"id": "32506", "score": 1}, {"id": "12715", "score": 1}] | 8318 | test |
ffbf3c5e-71ef-403e-9e30-018d30902457 | What is the probability of tossing k heads in n trials of a fair coin? | [{"id": "45651", "score": 1}] | 45660 | test |
109b5f70-e244-45c3-9e65-24b946bc4481 | Testing the difference in AIC of two non-nested models | [{"id": "111843", "score": 1}] | 8557 | test |
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