{% extends 'base.html' %} {% block content %} {% set index=True %} {# ========= header =========== #} {% set notes_title="Applied Linear Models" %} {% set lead=" Notes on linear statistical models, univariate models, multivariate models, empirical model building, and response surfaces. " %} {% set link="https://github.com/charlesreid1/linear-models-notes" %} {% include 'notes_head.html' %} {# ========= topic 1 =========== #} {% set anchor="linear-models" %} {% set cluster="Linear Models" %} {% include 'notes_clustertitle.html' %}
{% set href="/LM_1_LinearRegression.html" %} {% set imgsrc="http://placehold.it/700x400" %} {% set nb="Univariate Linear Regression" %} {% set card="Notes on applied linear regression." %} {% include 'notes_notebook.html' %} {% set href="/LM_2_Inference.html" %} {% set imgsrc="http://placehold.it/700x400" %} {% set nb="Inference with Univariate Linear Regression" %} {% set card="Making predictions and determining confidence intervals is important for inference (actually using the model)." %} {% include 'notes_notebook.html' %}
{# ========= topic 2 =========== #} {# {% set anchor="multiple-linear-regression" %} {% set cluster="Multiple Linear Regression" %} {% include 'notes_clustertitle.html' %}
{% set href="notebooks/M_4_MultipleLinearRegression.html" %} {% set imgsrc="http://placehold.it/700x400" %} {% set nb="Multiple Linear Regression" %} {% set card="Notes on applied multivariate linear regression." %} {% include 'notes_notebook.html' %} {% set href="notebooks/LM_5_PolynomialRegression.html" %} {% set imgsrc="http://placehold.it/700x400" %} {% set nb="Polynomial Regression" %} {% set card="Notes on applying the linear regression concept to fit data and coefficeints for a polyhnomial model." %} {% include 'notes_notebook.html' %} {% set href="/notebooks/LM_6_RidgeRegLasso.html" %} {% set imgsrc="http://placehold.it/700x400" %} {% set nb="Ridge Regression, Regularization, and LASSO" %} {% set card="More advanced concepts in fitting linear models, including ridge regression, regularization, and LASSO." %} {% include 'notes_notebook.html' %}
#} {# ========= topic 3 =========== #} {# {% set anchor="anova" %} {% set cluster="ANOVA" %} {% include 'notes_clustertitle.html' %}
{% set href="/notebooks/LM_7_ANOVA.html" %} {% set imgsrc="http://placehold.it/700x400" %} {% set nb="Analysis of Variance" %} {% set card="Use of statsmodel and friends to perform analysis of variance." %} {% include 'notes_notebook.html' %} {% set href="/notebooks/LM_8_2FacANOVA.html" %} {% set imgsrc="http://placehold.it/700x400" %} {% set nb="Two-Factor Analysis of Variance" %} {% set card="Two-factor analysis of variance." %} {% include 'notes_notebook.html' %}
#} {# ========= bibliography ======

 

 

 

Bibliography

 

TBA

#} {# ========= fin =========== #} {% endblock %}