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What sampler should I use for the fastest inference in hierarchical Bayesian MMM?
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2
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57
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November 22, 2025
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Nutpie sampling freezes
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12
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150
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October 16, 2025
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How to debug a model when most chains sample fine, but a few do not?
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1
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66
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October 15, 2025
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How to save trace in between sampling and then resume sampling later on?
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2
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116
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July 10, 2025
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Is my model setup in proper way? Dependent Dirichlet process (DDP)
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1
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66
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April 21, 2025
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Generalized LV: missing 1 required positional argument using pymc.ode.DifferentialEquation
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0
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34
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March 25, 2025
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How to use pm.Data with pm.Minibatch?
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5
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183
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February 12, 2025
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Sampling in ADVI
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2
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119
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January 12, 2025
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Sample output object with Nutpie
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2
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84
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January 9, 2025
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Problems with a Joint Species Distribution Model (jdsm): Implementing a multiplicative Gamma Prior
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6
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121
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December 30, 2024
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Error KeyError: 'diverging' when setting up CategoricalGibbsMetropolis step method with proposal='proportional'
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4
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64
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December 24, 2024
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Explainability of pymc predictions: which features and which direction
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7
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262
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November 10, 2024
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Very long sampling time using simple model
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1
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73
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October 30, 2024
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New sampler library: nutpie
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6
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3563
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October 30, 2024
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Inference issue using a model with Multinomial latent variables on multidimensional observations
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4
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72
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October 25, 2024
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Including Observations in the Model, a beginner question
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14
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239
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October 20, 2024
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Sampling problem of discrete parent nodes for continuous nodes
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2
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32
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October 17, 2024
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Why do we still need sampling in the Marginal GP implementation?
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1
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66
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October 15, 2024
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Issue when trying to normalize random variable
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3
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61
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September 18, 2024
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Nutpie sampler warning for Numba object mode (lower performance)
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2
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141
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September 15, 2024
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Theoretical and Practical Considerations and Questions
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0
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39
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September 13, 2024
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Huge difference between MCMC posterior samples and actual data - help needed!
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11
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206
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September 9, 2024
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Checkpoint / Resuming sampling with NUTS sampler
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1
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122
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August 21, 2024
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Multiprocessing quit with no output
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0
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28
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August 13, 2024
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Multi-Output Spatial Gaussian Process Prior Predictive Simulation
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2
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197
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July 30, 2024
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Differences between MvNormal and Normal sampling
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2
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81
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July 19, 2024
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Very slow sampling of hierarchical, non-linear bayesian model after adding likelihood function
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0
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81
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June 29, 2024
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Time-Varying Parameter PVAR (TVP-PVAR) with AR(1) and PyMC - "tuple" object error
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0
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109
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June 29, 2024
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Pm.sample Parameters and Optimization
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3
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252
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June 25, 2024
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NUTS inefficient in learning standard deviation for normal likelihood
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19
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1079
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May 14, 2024
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