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CausalPy - Intuition behind calculation of causal impact and treatment time inputs
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6
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112
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July 16, 2025
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Bayesian time series disaggregation
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3
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49
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June 6, 2025
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Implementing a manual AR1 model
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5
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773
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May 9, 2025
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Getting Started with Multivariate Gaussian Processes (vector autoregression)
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3
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100
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March 4, 2025
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Pymc State Space .1.4 -- XlaRuntimeError Incorrect output dtype for return value #0: Expected: int64, Actual: int32
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10
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277
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February 27, 2025
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Advice for Time Series Forcasting
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14
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301
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February 25, 2025
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Scan related error using nutpie for an autoregressive model
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4
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60
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January 29, 2025
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Defining Vectorizable Helper Function given Posterior Draws (Forecasting with BVAR)
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20
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85
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August 16, 2024
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CausalPy - Evaluating uncertainty for Interrupted time series
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9
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702
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March 2, 2024
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Forecasting out-of-sample discrete_markov_chain.ipynb
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9
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431
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November 11, 2023
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Stationarity for BVAR in PyMC
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2
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439
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October 19, 2023
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Elevating Time Series Analysis: Linear Gaussian State Space Models in PyMC
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0
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758
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September 12, 2023
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`pymc-experimental` now includes state spaces models!
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3
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3729
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August 29, 2023
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Bayesian HoltWinters Implementation
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8
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788
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August 10, 2023
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Modelling sales for two cities
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9
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535
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August 8, 2023
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Mu of pm.Normal() depends on output of RandomVariable on previous time step. How do I implement this?
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8
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726
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July 26, 2023
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How to model damped linear trend in GLM (timeseries) regression
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1
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587
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May 23, 2023
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Problem Concatenating two tensor generated with scan (a time series example)
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2
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438
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April 8, 2023
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Estimating a dynamic switching process
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6
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708
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April 5, 2023
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Understanding indexing and dimensions in hierarchical models
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9
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1886
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January 26, 2023
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Defining random for a CustomDist time series
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6
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668
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January 26, 2023
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Moving average component for time-series modelling
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0
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746
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November 20, 2022
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Time series implementation questions
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10
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662
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October 21, 2022
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How to fit random walk to monthly trend on daily data(broadcasting/shape issues)
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0
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336
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October 12, 2022
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Making Out of Sample Predictions with GaussianRandomWalk
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9
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1018
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October 5, 2022
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PyMC3 vs Statsmodels AR(1) model parameters estimation
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4
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728
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September 5, 2022
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Time-series regression - shape error / Input dimension mis-match
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8
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1151
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August 6, 2022
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Simple linear timeseries model failed to sample
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1
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339
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August 4, 2022
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GaussianRandomWalk error 4.0.0b5
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9
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1122
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April 20, 2022
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Sorry ARIMA, but I’m Going Bayesian
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6
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3014
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January 20, 2022
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