diff --git a/docs/src/developer/extending.md b/docs/src/developer/extending.md
index bf8a9e374..074a8b710 100644
--- a/docs/src/developer/extending.md
+++ b/docs/src/developer/extending.md
@@ -1,6 +1,6 @@
 # Extending the package
 
-As discussed in the section on [Model construction](@ref), every Structural Equation Model (`Sem`) consists of four parts:
+As discussed in the section on [Model Construction](@ref), every Structural Equation Model (`Sem`) consists of four parts:
 
 ![SEM concept typed](../assets/concept_typed.svg)
 
diff --git a/docs/src/index.md b/docs/src/index.md
index 4f1ea2497..8b2d6999e 100644
--- a/docs/src/index.md
+++ b/docs/src/index.md
@@ -46,11 +46,11 @@ This strategy also applies to gradients, where you may supply analytic gradients
 ### Installation
 You must have [julia](https://julialang.org/downloads/) installed (and we strongly recommend using an IDE of your choice; we like VS Code with the Julia extension).
 
-To install the latest version of our package from GitHub, use the following commands:
+To install the latest version of our package, use the following commands:
 
 ```julia
-using Pkg
-Pkg.add(url = "https://github.com/StructuralEquationModels/StructuralEquationModels.jl")
+julia> ]
+pkg> add StructuralEquationModels
 ```
 
 ## Citing the package
diff --git a/docs/src/tutorials/concept.md b/docs/src/tutorials/concept.md
index 119e45280..c63c15941 100644
--- a/docs/src/tutorials/concept.md
+++ b/docs/src/tutorials/concept.md
@@ -29,7 +29,7 @@ Here is an overview on the available building blocks:
 |                                 |                       | [`SemConstant`](@ref)     |                               |   
 
 The rest of this page explains the building blocks for each part. First, we explain every part and give an overview on the different options that are available. After that, the [API - model parts](@ref) section serves as a reference for detailed explanations about the different options.
-(How to stick them together to a final model is explained in the section on [Model construction](@ref).)
+(How to stick them together to a final model is explained in the section on [Model Construction](@ref).)
 
 ## The observed part aka [`SemObserved`](@ref)