A synthetic one dimensional logistic regression dataset with latent slope and intercept, passed into a Bernoulli random variable. One hundred data points, fit with PyMC3. True slope and intercept are

NIAID Data Ecosystem40

Posterior probability distributions (in percentages) of all 70 possible sets of the making of eight cups of tea that would all be correctly identified under three prior distribution scenarios: Pr3 represents the uniform prior distribution of three possible ability levels 0.5, 0.75, 1; Pr2 represents the uniform prior distribution of binary ability levels 0.5 or 1; Pr2a represents the uniform prior distribution of binary ability levels 0.5 or 0.75 where 0.5 means a pure guessing; 0.75 means 75% of the time the making of the tea will be correctly identified and 1 means the identification will be 100% correct.

贝叶斯推断

实验设计分析

NIAID Data Ecosystem00

Data from: Bayesian inference of selection in a heterogeneous environment from genetic time-series data

遗传学

贝叶斯推断

Evolutionary geneticists have sought to characterize the causes and molecular targets of selection in natural populations for many years. Although this research program has been somewhat successful, m

DataONE2015-07-16 更新60

Mosquito ODE system’s parameter approximation errors.

种群动态建模

参数估计

Mosquito ODE system’s parameter approximation errors.

Figshare2024-12-23 更新20