commonstats 0.1.0

WASM-first Rust statistics: descriptives, hypothesis tests, distributions, density estimation, transforms, and resampling — validated against SciPy/R.
Documentation
[
{
"args": [
1e-09
],
"expected": -11.495614030015373,
"tier": "tail",
"band": 5.3e-11,
"xcheck": {
"scipy": {
"val": -11.495614030015373,
"rel": 5.636953569252545e-17
},
"r": {
"val": null,
"rel": null
}
}
},
{
"args": [
1e-07
],
"expected": -9.898675164385633,
"tier": "tail",
"band": 5.3e-11,
"xcheck": {
"scipy": {
"val": -9.898675164385633,
"rel": 8.927440883521016e-17
},
"r": {
"val": null,
"rel": null
}
}
},
{
"args": [
1e-06
],
"expected": -9.006848617645797,
"tier": "bulk",
"band": null,
"xcheck": {
"scipy": {
"val": -9.006848617645797,
"rel": 6.143748098979846e-17
},
"r": {
"val": null,
"rel": null
}
}
},
{
"args": [
0.001
],
"expected": -5.680464612335627,
"tier": "bulk",
"band": null,
"xcheck": {
"scipy": {
"val": -5.680464612335626,
"rel": 1.208441314265929e-16
},
"r": {
"val": null,
"rel": null
}
}
},
{
"args": [
0.01
],
"expected": -4.152695748081682,
"tier": "bulk",
"band": null,
"xcheck": {
"scipy": {
"val": -4.1526957480816815,
"rel": 1.6163763503973126e-16
},
"r": {
"val": null,
"rel": null
}
}
},
{
"args": [
0.05
],
"expected": -2.7897072539029453,
"tier": "bulk",
"band": null,
"xcheck": {
"scipy": {
"val": -2.7897072539029457,
"rel": 1.2194904349885828e-16
},
"r": {
"val": null,
"rel": null
}
}
},
{
"args": [
0.1
],
"expected": -2.0631031310892007,
"tier": "bulk",
"band": null,
"xcheck": {
"scipy": {
"val": -2.0631031310892007,
"rel": 6.484811532022486e-17
},
"r": {
"val": null,
"rel": null
}
}
},
{
"args": [
0.25
],
"expected": -0.8489795003921635,
"tier": "bulk",
"band": null,
"xcheck": {
"scipy": {
"val": -0.8489795003921634,
"rel": 8.894328152236923e-17
},
"r": {
"val": null,
"rel": null
}
}
},
{
"args": [
0.4
],
"expected": -0.006694206271599483,
"tier": "bulk",
"band": null,
"xcheck": {
"scipy": {
"val": -0.0066942062715994455,
"rel": 5.552600284705618e-15
},
"r": {
"val": null,
"rel": null
}
}
},
{
"args": [
0.5
],
"expected": 0.5,
"tier": "bulk",
"band": null,
"xcheck": {
"scipy": {
"val": 0.5,
"rel": 1.2446030555722283e-60
},
"r": {
"val": null,
"rel": null
}
}
},
{
"args": [
0.6
],
"expected": 1.0066942062715996,
"tier": "bulk",
"band": null,
"xcheck": {
"scipy": {
"val": 1.0066942062715993,
"rel": 1.4720711929089587e-16
},
"r": {
"val": null,
"rel": null
}
}
},
{
"args": [
0.75
],
"expected": 1.8489795003921634,
"tier": "bulk",
"band": null,
"xcheck": {
"scipy": {
"val": 1.8489795003921634,
"rel": 4.083929686299112e-17
},
"r": {
"val": null,
"rel": null
}
}
},
{
"args": [
0.9
],
"expected": 3.063103131089201,
"tier": "bulk",
"band": null,
"xcheck": {
"scipy": {
"val": 3.0631031310892007,
"rel": 1.4694060007049512e-16
},
"r": {
"val": null,
"rel": null
}
}
},
{
"args": [
0.95
],
"expected": 3.7897072539029444,
"tier": "bulk",
"band": null,
"xcheck": {
"scipy": {
"val": 3.7897072539029444,
"rel": 4.8740934582431175e-17
},
"r": {
"val": null,
"rel": null
}
}
},
{
"args": [
0.99
],
"expected": 5.1526957480816815,
"tier": "bulk",
"band": null,
"xcheck": {
"scipy": {
"val": 5.1526957480816815,
"rel": 3.950573921924242e-18
},
"r": {
"val": null,
"rel": null
}
}
},
{
"args": [
0.999
],
"expected": 6.680464612335626,
"tier": "bulk",
"band": null,
"xcheck": {
"scipy": {
"val": 6.680464612335626,
"rel": 2.5634625378238013e-17
},
"r": {
"val": null,
"rel": null
}
}
},
{
"args": [
0.999999
],
"expected": 10.006848617634175,
"tier": "bulk",
"band": null,
"xcheck": {
"scipy": {
"val": 10.006848617634175,
"rel": 8.722593755307692e-17
},
"r": {
"val": null,
"rel": null
}
}
},
{
"args": [
0.9999999
],
"expected": 10.898675164581322,
"tier": "tail",
"band": 5.3e-11,
"xcheck": {
"scipy": {
"val": 10.898675164581322,
"rel": 3.601500271484138e-17
},
"r": {
"val": null,
"rel": null
}
}
},
{
"args": [
0.999999999
],
"expected": 12.495614039203275,
"tier": "tail",
"band": 5.3e-11,
"xcheck": {
"scipy": {
"val": 12.495614039203273,
"rel": 1.2480666001778604e-16
},
"r": {
"val": null,
"rel": null
}
}
}
]