add in some glossary terms to example notebooks

Author: drbenvincent

docs/source/glossary.rst

@@ -101,7 +101,7 @@ Glossary
    Change score analysis
       A statistical procedure where the outcome variable is the difference between the posttest and protest scores.
 
-   Comparative interrupted time-series design
+   Comparative interrupted time-series
    CITS
       An interrupted time series design with added comparison time series observations.
 
@@ -147,7 +147,7 @@ Glossary
    Sharp regression discontinuity design
       A Regression discontinuity design where allocation to treatment or control is determined by a sharp threshold / step function.
 
-   Synthetic control method
+   Synthetic control
       The synthetic control method is a statistical method used to evaluate the effect of an intervention in comparative case studies. It involves the construction of a weighted combination of groups used as controls, to which the treatment group is compared.
 
    Treatment on the treated effect
@@ -162,5 +162,5 @@ Glossary
 
 
 References
-==========
+----------
 .. footbibliography::

docs/source/notebooks/did_pymc_banks.ipynb

@@ -744,7 +744,7 @@
   "kernelspec": {
    "display_name": "CausalPy",
    "language": "python",
-   "name": "causalpy"
+   "name": "python3"
   },
   "language_info": {
    "codemirror_mode": {