readme links fix

Author: jessdtate

README.md

@@ -12,7 +12,7 @@ A Python-based toolkit that harnesses modern techniques to estimate model and pa
 
 ## Overview
 
-UncertainSCI is an open-source tool designed to make modern uncertainty quantification (UQ) techniques more accessible in biomedical simulation applications.   UncertainSCI uses noninvasive UQ techniques, specifically polynomial Chaos estimation (PCE), with a similarly noninvasive interface to external modeling software that can be called in diverse ways.  PCE and UncertainSCI allows users to propagate the effect of input uncertainty on model results, providing essential context for model stability and confidence needed in many modeling fields.  Users can run UncertainSCI by setting input distributions for a model parameters, setting up PCE, sampling the parameter space, running the samples sets within the target model, and compiling output statistics based on PCE.  This process is breifly describe in the [getting started guide](../user_docs/getting_started.html#quick-guide), and more fully explained in the [API documentation](../api_docs/index.html), and supplied [demos and tutorials](../tutorials/index.html).
+UncertainSCI is an open-source tool designed to make modern uncertainty quantification (UQ) techniques more accessible in biomedical simulation applications.   UncertainSCI uses noninvasive UQ techniques, specifically polynomial Chaos estimation (PCE), with a similarly noninvasive interface to external modeling software that can be called in diverse ways.  PCE and UncertainSCI allows users to propagate the effect of input uncertainty on model results, providing essential context for model stability and confidence needed in many modeling fields.  Users can run UncertainSCI by setting input distributions for a model parameters, setting up PCE, sampling the parameter space, running the samples sets within the target model, and compiling output statistics based on PCE.  This process is breifly describe in the [getting started guide](https://uncertainsci.readthedocs.io/en/latest/user_docs/getting_started.html#quick-guide), and more fully explained in the [API documentation](https://uncertainsci.readthedocs.io/en/latest//api_docs/index.html), and supplied [demos and tutorials](https://uncertainsci.readthedocs.io/en/latest/tutorials/index.html).
 
 ## Documentation