edits

Author: CoryMcCartan

README.Rmd

@@ -12,7 +12,7 @@ knitr::opts_chunk$set(
 )
 ```
 
-# **seine**: Semiparametric Ecological Inference <a href="https://corymccartan.com/seine/"><img src="man/figures/logo.svg" align="right" height="144" /></a>
+# <span style="color: #425682"><b>seine</b></span>: Semiparametric Ecological Inference <a href="https://corymccartan.com/seine/"><img src="man/figures/logo.svg" align="right" height="144" /></a>
 
 <!-- badges: start -->
 [![R-CMD-check](https://github.com/CoryMcCartan/seine/actions/workflows/R-CMD-check.yaml/badge.svg)](https://github.com/CoryMcCartan/seine/actions/workflows/R-CMD-check.yaml)
@@ -38,7 +38,7 @@ quickly, accurately, and transparently.
 - **Minimal dependencies** and efficient estimation routines keep everything 
   **fast** and lightweight.
 
-<h2><span style="text-color: red">This software is experimental</span></h2>
+<h2><span style="color: #e06666"><b>This software is experimental</b></span></h2>
 
 **seine** and the underlying statistical methods are under active development.
 The package is not currently recommended for non-expert use.
@@ -79,6 +79,13 @@ rr = ei_riesz(spec, penalty = m$penalty)
 ei_est(regr = m, riesz = rr, data = spec, conf_level = 0.95)
 ```
 
-This workflow is explained in more detail in the [package vignette](./articles/seine.html), along
+This workflow is explained in more detail in the [package vignette](https://corymccartan.com/seine/articles/seine.html), along
 with demonstrations of data preprocessing and sensitivity analysis.
 
+## Name
+
+In addition to being an acronym for "semiparametric ecological inference," *i
+*seine** refers to a type of fishing net, which is used to catch fish like
+tuna in aggregate. A net also is visually similar to the tomography lines which
+are commonly used to visualize the interaction of the latent data and the
+accounting identity in 2&times;2 ecological inference.

README.md

@@ -1,7 +1,7 @@
 
 <!-- README.md is generated from README.Rmd. Please edit that file -->
 
-# **seine**: Semiparametric Ecological Inference <a href="https://corymccartan.com/seine/"><img src="man/figures/logo.svg" align="right" height="144" /></a>
+# <span style="color: #425682"><b>seine</b></span>: Semiparametric Ecological Inference <a href="https://corymccartan.com/seine/"><img src="man/figures/logo.svg" align="right" height="144" /></a>
 
 <!-- badges: start -->
 
@@ -31,7 +31,7 @@ inference quickly, accurately, and transparently.
 
 <h2>
 
-<span style="text-color: red">This software is experimental</span>
+<span style="color: #e06666"><b>This software is experimental</b></span>
 </h2>
 
 **seine** and the underlying statistical methods are under active
@@ -89,5 +89,14 @@ ei_est(regr = m, riesz = rr, data = spec, conf_level = 0.95)
 ```
 
 This workflow is explained in more detail in the [package
-vignette](./articles/seine.html), along with demonstrations of data
-preprocessing and sensitivity analysis.
+vignette](https://corymccartan.com/seine/articles/seine.html), along
+with demonstrations of data preprocessing and sensitivity analysis.
+
+## Name
+
+In addition to being an acronym for “semiparametric ecological
+inference,” *i *seine\*\* refers to a type of fishing net, which is used
+to catch fish like tuna in aggregate. A net also is visually similar to
+the tomography lines which are commonly used to visualize the
+interaction of the latent data and the accounting identity in 2×2
+ecological inference.

vignettes/seine.Rmd

@@ -1,8 +1,8 @@
 ---
-title: "Analyzing aggregate data with `seine`"
+title: "Analyzing aggregate data with **seine**"
 output: rmarkdown::html_vignette
 vignette: >
-  %\VignetteIndexEntry{Analyzing aggregate data with `seine`}
+  %\VignetteIndexEntry{Analyzing aggregate data with 'seine'}
   %\VignetteEngine{knitr::rmarkdown}
   %\VignetteEncoding{UTF-8}
 ---
@@ -21,9 +21,7 @@ identifier, and when individual data are not released for privacy reasons.
 To take some recent examples from the *New York Times*:
 
 - [Estimating COIVD vaccine uptake by political beliefs](https://www.nytimes.com/interactive/2021/04/17/us/vaccine-hesitancy-politics.html)
-
 - [Understanding which demographics supported a progressive mayoral candidate](https://www.nytimes.com/interactive/2025/06/25/nyregion/nyc-mayor-election-results-map-mamdani-cuomo.html)
-
 - [Evaluating the differential impact of tariffs on political partisans](https://www.nytimes.com/interactive/2025/03/15/business/economy/tariffs-trump-maps-voters.html)
 
 EI is also used in public health and epidemiology, and is widely applied in