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+# Links to Data Examples in *Covariance Analysis and Beyond*
+
+This resource provides links to more information about some of the examples used in the book *Covariance Analysis and Beyond*. There are two types of links:
+
+- **Informational links** provide references to the original paper or dataset description.
+- **Downloadable links** are marked with “*” and allow direct access to the dataset.
+
+Please note that these links may be removed or renamed later by the source provider. We are not responsible for such changes.
+
+---
+
+### Chapter-wise Links to Data Examples
+
+| Chapter | Example | Link |
+|---------|---------|------|
+| 1    | Example 1 | * http://archive.ics.uci.edu/dataset/182/concrete+slump+test |
+| 1    | Example 2 | * https://github.com/Covariance-Analysis-and-Beyond/Data-Link/blob/main/Chapter%201%20E2%26Chapter%204%20E2_Data-GCRM.zip |
+| 2    | Example 1 | https://www.sciencedirect.com/science/article/pii/S1535610802000302 |
+| 2    | Example 2 | * https://github.com/Covariance-Analysis-and-Beyond/Data-Link/blob/main/Chapter2_Example2_data_SP500.zip|
+| 2    | Example 3 | * http://www.functionaldata.org |
+| 2    | Example 3 | * https://www.rdocumentation.org/packages/fda/versions/6.2.0/topics/CanadianWeather |
+| 3    | Example 3 | * https://archive.ics.uci.edu/dataset/52/ionosphere |
+| 4    | Example 1 | * https://github.com/tao-zou/Covariance-Regression-Analysis |
+| 4    | Example 2 | * https://github.com/Covariance-Analysis-and-Beyond/Data-Link/blob/main/Chapter%201%20E2%26Chapter%204%20E2_Data-GCRM.zip|
+| 4    | Example 3 | * https://github.com/tao-zou/Covariance-Regression-Analysis |
+| 5    | Example 2 | https://wrds-www.wharton.upenn.edu/ |
+| 6    | Example 1 | (Pending, check with Tao Zou) |
+| 7    | Example 1 | * https://github.com/GauJss/IONI |
+| 7    | Example 2 | * https://github.com/Covariance-Analysis-and-Beyond/Data-Link/blob/main/Chapter7_Example2%263_data.zip |
+| 7    | Example 3 | * https://github.com/Covariance-Analysis-and-Beyond/Data-Link/blob/main/Chapter7_Example2%263_data.zip |
+| 8    | Example 1 | https://www.crsp.org |
+| 8    | Example 2 | https://www.nber.org/research/data |
+| 8    | Example 3 | * https://www.kaggle.com/datasets/kasikrit/att-database-of-faces |
+| 8    | Example 3 | * https://rdrr.io/cran/ElemStatLearn/man/zip.test.html |
+| 9    | Example 1 | * https://pan.baidu.com/s/12U5Nn92Uny11HmuFHw0e4g?pwd=1234 |
+|10    | Example 1 | * http://download.tensorflow.org/data/speech_commands_streaming_test_v0.02.tar.gz |