# 25 area under the curve meaning statistics Ultimate Guide

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### Classification: ROC Curve and AUC ^{[1]}

### Expert Maths Tutoring in the UK ^{[2]}

### ROC Analysis: Key Statistical Tool for Evaluating Detection Technologies ^{[3]}

### Area Under the Curve – Definition, Types, and Examples ^{[4]}

### GraphPad Prism 10 Statistics Guide ^{[5]}

### Expert Maths Tutoring in the UK ^{[6]}

### How to interpret the Area Under the Curve (AUC) stat ^{[7]}

### A Complete Guide to Area Under Curve (AUC) ^{[8]}

### ROC curves and Area Under the Curve explained (video) ^{[9]}

### Statistics – ROC Plot and Area under the curve (AUC) ^{[10]}

### Area Under the Curve Formula with Solved Example ^{[11]}

### Classification: ROC Curve and AUC ^{[12]}

### 4.3: Z-scores and the Area under the Curve ^{[13]}

### IBM Documentation ^{[14]}

### Area Under the Curve: Definition, Applications and Calculations ^{[15]}

### Area under the curve (pharmacokinetics) ^{[16]}

### What is AUC (Area Under the Curve)? ^{[17]}

### ROC curve analysis ^{[18]}

### Area Under the Curve ^{[19]}

### Find the Area Under a Normal Curve ^{[20]}

### Inference for the difference in the area under the ROC curve derived from nested binary regression models ^{[21]}

### Area Under a Curve – Mathematics A-Level Revision ^{[22]}

### Guide to AUC ROC Curve in Machine Learning : What Is Specificity? ^{[23]}

### Numeracy, Maths and Statistics ^{[24]}

### Introduction to the Normal Distribution (Bell Curve) ^{[25]}

### Sources

- https://developers.google.com/machine-learning/crash-course/classification/roc-and-auc#:~:text=AUC%20stands%20for%20%22Area%20under,across%20all%20possible%20classification%20thresholds.
- https://www.cuemath.com/calculus/area-under-the-curve/#:~:text=Area%20under%20the%20curve%20is,the%20axis%20enclosing%20the%20curve.
- https://www.ncbi.nlm.nih.gov/books/NBK22319/#:~:text=The%20ROC%20curve%20maps%20the,various%20correct%20and%20incorrect%20decisions.&text=A%20ROC%20curve%20is%20a,see%20Figure%20C%2D1).
- https://www.storyofmathematics.com/area-under-the-curve/
- https://www.graphpad.com/guides/prism/latest/statistics/stat_area_under_the_curve.htm
- https://www.cuemath.com/calculus/area-under-the-curve/
- https://andrewpwheeler.com/2021/11/19/how-to-interpret-the-area-under-the-curve-auc-stat/
- https://www.listendata.com/2014/08/learn-area-under-curve-auc.html
- https://www.dataschool.io/roc-curves-and-auc-explained/
- https://datacadamia.com/data_mining/roc
- https://byjus.com/area-under-the-curve-formula/
- https://developers.google.com/machine-learning/crash-course/classification/roc-and-auc
- https://stats.libretexts.org/Bookshelves/Applied_Statistics/An_Introduction_to_Psychological_Statistics_(Foster_et_al.)/04%3A_z-scores_and_the_Standard_Normal_Distribution/4.03%3A_Z-scores_and_the_Area_under_the_Curve
- https://www.ibm.com/docs/bs/SSLVMB_23.0.0/spss/tutorials/roc_area_hiv_01.html
- https://testbook.com/maths/area-under-the-curve
- https://en.wikipedia.org/wiki/Area_under_the_curve_(pharmacokinetics)
- https://stats.stackexchange.com/questions/321514/what-is-auc-area-under-the-curve
- https://www.medcalc.org/manual/roc-curves.php
- https://toolbox.eupati.eu/glossary/area-under-the-curve/
- https://www.statisticshowto.com/probability-and-statistics/normal-distributions/find-the-area-under-a-normal-curve/
- https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5965312/
- https://revisionmaths.com/advanced-level-maths-revision/pure-maths/calculus/area-under-curve
- https://www.analyticsvidhya.com/blog/2020/06/auc-roc-curve-machine-learning/
- https://www.ncl.ac.uk/webtemplate/ask-assets/external/maths-resources/animal-science/probability/continuous-probability-distributions.html
- https://www.simplypsychology.org/normal-distribution.html