From fdd1abf0378e468c34a4bdb5a5c71846082f03bc Mon Sep 17 00:00:00 2001
From: Nianshuo Wen <1565408369@qq.com>
Date: Sat, 17 Jan 2026 20:58:55 +0800
Subject: [PATCH 1/2] test modification

---
 src/gwmodelpp/GTDR.cpp | 1 +
 1 file changed, 1 insertion(+)

diff --git a/src/gwmodelpp/GTDR.cpp b/src/gwmodelpp/GTDR.cpp
index b82ac21a..fed96e44 100644
--- a/src/gwmodelpp/GTDR.cpp
+++ b/src/gwmodelpp/GTDR.cpp
@@ -16,6 +16,7 @@ using namespace gwm;
 
 RegressionDiagnostic GTDR::CalcDiagnostic(const mat& x, const vec& y, const mat& betas, const vec& shat)
 {
+    // this line is a test line.
     vec r = y - sum(betas % x, 1);
     double rss = sum(r % r);
     double n = (double)x.n_rows;

From bed6e9e8e3e0773570d2de2ec78f4cc2c7bf366e Mon Sep 17 00:00:00 2001
From: Nianshuo Wen <1565408369@qq.com>
Date: Tue, 7 Apr 2026 20:41:40 +0800
Subject: [PATCH 2/2] add getter for betas, betasSE, s and sHat

---
 include/gwmodelpp/GWRGeneralized.h | 28 ++++++++++++++++++++++++++++
 1 file changed, 28 insertions(+)

diff --git a/include/gwmodelpp/GWRGeneralized.h b/include/gwmodelpp/GWRGeneralized.h
index f73cf090..f3773852 100644
--- a/include/gwmodelpp/GWRGeneralized.h
+++ b/include/gwmodelpp/GWRGeneralized.h
@@ -404,6 +404,34 @@ class GWRGeneralized : public GWRBase, public IBandwidthSelectable, public IPara
     bool hasRegressionData() const;
     void setHasRegressionData(bool value);
 
+    /*
+    * @brief \~english Get the beta estimates. \~chinese 获取回归系数估计值。
+    *
+    * @return arma::mat \~english Beta estimates \~chinese 回归系数估计值
+    */
+    arma::mat betas() { return mBetas; }
+
+    /*
+     * @brief \~english Get standard errors of the beta estimates. \~chinese 获取回归系数估计值的标准差。
+     *
+     * @return arma::mat \~english Standard errors of beta estimates \~chinese 回归系数估计值的标准差
+     */
+    arma::mat betasSE() { return mBetasSE; }
+
+    /**
+     * @brief \~english Get a vector of trace of \f$S\f$ and \f$S'S\f$. \~chinese 获取一个包含 \f$S\f$ 和 \f$S'S\f$ 矩阵迹的向量。
+     *
+     * @return arma::vec \~english A vector of trace of \f$S\f$ and \f$S'S\f$ \~chinese 一个包含 \f$S\f$ 和 \f$S'S\f$ 矩阵迹的向量
+     */
+    arma::vec sHat() { return mShat; }
+
+    /**
+     * @brief \~english Get the hat matrix \f$S\f$. \~chinese 获取帽子矩阵 \f$S\f$。
+     *
+     * @return arma::mat \~english The hat matrix \f$S\f$ \~chinese 帽子矩阵 \f$S\f$
+     */
+    arma::vec s() {return mS;}
+
 private:
 
     /**