diff --git a/.github/workflows/ci-future.yml b/.github/workflows/ci-future.yml
new file mode 100644
index 00000000..52bd8d0c
--- /dev/null
+++ b/.github/workflows/ci-future.yml
@@ -0,0 +1,47 @@
+name: CI-future
+on:
+  pull_request:
+    branches:
+      - master
+  push:
+    branches:
+      - master
+    tags: '*'
+jobs:
+  test:
+    name: Julia ${{ matrix.version }} - ${{ matrix.os }} - ${{ matrix.arch }} - ${{ github.event_name }}
+    env:
+      JULIA_NUM_THREADS: 2
+    runs-on: ${{ matrix.os }}
+    strategy:
+      fail-fast: false
+      matrix:
+        version:
+          - 'nightly'
+        os:
+          - ubuntu-latest
+        arch:
+          - x64
+    steps:
+      - run: git config --global core.autocrlf false
+      - uses: actions/checkout@v2
+      - uses: julia-actions/setup-julia@v1
+        with:
+          version: ${{ matrix.version }}
+          arch: ${{ matrix.arch }}
+      - uses: actions/cache@v1
+        env:
+          cache-name: cache-artifacts
+        with:
+          path: ~/.julia/artifacts
+          key: ${{ runner.os }}-test-${{ env.cache-name }}-${{ hashFiles('**/Project.toml') }}
+          restore-keys: |
+            ${{ runner.os }}-test-${{ env.cache-name }}-
+            ${{ runner.os }}-test-
+            ${{ runner.os }}-
+      - uses: julia-actions/julia-buildpkg@v1
+      - uses: julia-actions/julia-runtest@v1
+      - uses: julia-actions/julia-processcoverage@v1
+      - uses: codecov/codecov-action@v1
+        with:
+          file: lcov.info
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 00000000..75a3d5c2
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,52 @@
+name: CI
+on:
+  pull_request:
+    branches:
+      - master
+  push:
+    branches:
+      - master
+    tags: '*'
+jobs:
+  test:
+    name: Julia ${{ matrix.version }} - ${{ matrix.os }} - ${{ matrix.arch }} - ${{ github.event_name }}
+    env:
+      JULIA_NUM_THREADS: 2
+    runs-on: ${{ matrix.os }}
+    strategy:
+      fail-fast: false
+      matrix:
+        version:
+          - '1.0'
+          - '1' # automatically expands to the latest stable 1.x release of Julia
+        os:
+          - ubuntu-latest
+        arch:
+          - x64
+        include:
+          - os: ubuntu-latest
+            arch: 'x86'
+            version: '1'
+    steps:
+      - run: git config --global core.autocrlf false
+      - uses: actions/checkout@v2
+      - uses: julia-actions/setup-julia@v1
+        with:
+          version: ${{ matrix.version }}
+          arch: ${{ matrix.arch }}
+      - uses: actions/cache@v1
+        env:
+          cache-name: cache-artifacts
+        with:
+          path: ~/.julia/artifacts
+          key: ${{ runner.os }}-test-${{ env.cache-name }}-${{ hashFiles('**/Project.toml') }}
+          restore-keys: |
+            ${{ runner.os }}-test-${{ env.cache-name }}-
+            ${{ runner.os }}-test-
+            ${{ runner.os }}-
+      - uses: julia-actions/julia-buildpkg@v1
+      - uses: julia-actions/julia-runtest@v1
+      - uses: julia-actions/julia-processcoverage@v1
+      - uses: codecov/codecov-action@v1
+        with:
+          file: lcov.info
diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index f15477f5..910b7f29 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -6,23 +6,14 @@ on:
       - 'master'
     tags: '*'
   pull_request:
-
 jobs:
-  build:
-    runs-on: ${{ matrix.os }}
-    strategy:
-      matrix:
-        julia-version: [1.3.0]
-        julia-arch: [x86]
-        os: [ubuntu-latest]
+  Documenter:
+    name: Documentation
+    runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v1.0.0
-      - uses: julia-actions/setup-julia@latest
-        with:
-          version: ${{ matrix.julia-version }}
-      - name: Install dependencies
-        run: julia --project=docs/ -e 'using Pkg; Pkg.develop(PackageSpec(path=pwd())); Pkg.instantiate()'
-      - name: Build and deploy
+      - uses: actions/checkout@v2
+      - uses: julia-actions/julia-buildpkg@latest
+      - uses: julia-actions/julia-docdeploy@latest
         env:
-          DOCUMENTER_KEY: ${{ secrets.DOCUMENTER_KEY }} # For authentication with SSH deploy key
-        run: julia --project=docs/ docs/make.jl
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          DOCUMENTER_KEY: ${{ secrets.DOCUMENTER_KEY }}
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index a5f90d9c..00000000
--- a/.travis.yml
+++ /dev/null
@@ -1,15 +0,0 @@
-# Documentation: http://docs.travis-ci.com/user/languages/julia/
-language: julia
-os:
-  - linux
-julia:
-  - 1.0
-  - 1
-  - nightly
-matrix:
-  allow_failures:
-    julia: nightly
-notifications:
-  email: false
-after_success:
-  - julia -e 'using Pkg; Pkg.add("Coverage"); using Coverage; Codecov.submit(process_folder())'
diff --git a/README.md b/README.md
index 6babc5c2..1efeb3cb 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 # StatsModels
 
-[![Build Status](https://travis-ci.com/JuliaStats/StatsModels.jl.svg?branch=master)](https://travis-ci.com/JuliaStats/StatsModels.jl)
+[![Build Status](https://github.com/JuliaStats/StatsModels.jl/workflows/CI/badge.svg)](https://github.com/JuliaStats/StatsModels.jl/actions?query=workflow%3ACI+branch%3Amaster)
 [![codecov](https://codecov.io/gh/JuliaStats/StatsModels.jl/branch/master/graph/badge.svg)](https://codecov.io/gh/JuliaStats/StatsModels.jl)
 
 Basic functionality for specifying, fitting, and evaluating statistical models
diff --git a/test/statsmodel.jl b/test/statsmodel.jl
index 3c49190d..1fd19ce2 100644
--- a/test/statsmodel.jl
+++ b/test/statsmodel.jl
@@ -276,13 +276,25 @@ end
                      lrtest(m0, m1))
     @test isnan(lr2.pval[1])
     @test lr2.pval[2] ≈ 1.2147224767092312e-5
-    @test sprint(show, lr2) == """
-        Likelihood-ratio test: 2 models fitted on 4 observations
-        ──────────────────────────────────────────────
-             DOF  ΔDOF  Deviance  ΔDeviance  p(>Chisq)
-        ──────────────────────────────────────────────
-        [1]    0         30.0000                      
-        [2]    1     1   10.8600   -19.1400      <1e-4
-        ──────────────────────────────────────────────"""
 
-end
\ No newline at end of file
+    # in 1.6, p value printing has changed (JuliaStats/StatsBase.jl#606)
+    if VERSION > v"1.6.0-DEV"
+        @test sprint(show, lr2) == """
+            Likelihood-ratio test: 2 models fitted on 4 observations
+            ──────────────────────────────────────────────
+                 DOF  ΔDOF  Deviance  ΔDeviance  p(>Chisq)
+            ──────────────────────────────────────────────
+            [1]    0         30.0000                      
+            [2]    1     1   10.8600   -19.1400     <1e-04
+            ──────────────────────────────────────────────"""
+    else
+        @test sprint(show, lr2) == """
+            Likelihood-ratio test: 2 models fitted on 4 observations
+            ──────────────────────────────────────────────
+                 DOF  ΔDOF  Deviance  ΔDeviance  p(>Chisq)
+            ──────────────────────────────────────────────
+            [1]    0         30.0000                      
+            [2]    1     1   10.8600   -19.1400      <1e-4
+            ──────────────────────────────────────────────"""
+    end
+end