Upgrade for numpyro 0.16.1.

NEWS.md

@@ -1,3 +1,6 @@
+# causact 0.5.6
+* patch release to fix numpyro integration issues. The default installation workflow now uses `numpyro==0.16.1` to avoid `TypeError` when using a discrete data distribution, e.g. Bernoulli.
+
 # causact 0.5.5
 * patch release to fix installation issues. The default installation workflow now uses `scipy==0.12` to avoid error `cannot import name 'gaussian' from 'scipy.signal'`.
 

README.md

@@ -182,16 +182,16 @@ drawsDF  ### see top of data frame
 #> # A tibble: 4,000 × 4
 #>    theta_Toyota.Corolla theta_Subaru.Outback theta_Kia.Forte theta_Jeep.Wrangler
 #>                   <dbl>                <dbl>           <dbl>               <dbl>
-#>  1                0.210                0.609           0.192               0.844
-#>  2                0.227                0.563           0.239               0.818
-#>  3                0.215                0.612           0.256               0.849
-#>  4                0.204                0.646           0.253               0.874
-#>  5                0.192                0.642           0.303               0.847
-#>  6                0.166                0.607           0.255               0.843
-#>  7                0.218                0.621           0.220               0.843
-#>  8                0.196                0.646           0.251               0.841
-#>  9                0.218                0.606           0.223               0.863
-#> 10                0.203                0.583           0.241               0.863
+#>  1                0.196                0.617           0.293               0.853
+#>  2                0.188                0.643           0.214               0.867
+#>  3                0.182                0.641           0.215               0.862
+#>  4                0.202                0.658           0.245               0.882
+#>  5                0.191                0.652           0.293               0.854
+#>  6                0.166                0.594           0.236               0.844
+#>  7                0.214                0.626           0.230               0.843
+#>  8                0.207                0.579           0.249               0.854
+#>  9                0.189                0.601           0.271               0.831
+#> 10                0.219                0.641           0.219               0.865
 #> # ℹ 3,990 more rows
 ```