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Category:All HeadlinesWorld & GeopoliticsMarkets & EconomyTech & AIPoliticsSearch results for: "The effect of data resamp" (30 stories)

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Evaluating the sampling effect of propensity score matching for reducing selection bias in medical data
Lead StoryFrontierspolitics
Jan 16

Evaluating the sampling effect of propensity score matching for reducing selection bias in medical data

<a href="https://news.google.com/rss/articles/CBMilgFBVV95cUxNZkVVM01zRzFjZXVQSUx3VUJzRWxack1fRXlWRGl3MlVsSVdvNE9JNmRGeDhPLUsydWNYRnJxUm1oNi1jUE9jYmlWMXY3TzVfdlU4OHpET3NlLTlCMDFGQzBPVDYzYVpXRG9XVHd1VnFDWlV1M04zS1Y0T3JFQm9JV1dBcGZSUzZReGtSZnQ4QkpyLTNFWFE?oc=5" target="_blank">Evaluating the sampling effect of propensity score matching for reducing selection bias in medical data</a>  <font color="#6f6f6f">Frontiers</font>

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Search Results for "The effect of data resamp"

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29 stories displayed
A comparative ML approach to classify Lupinus species using VIS-NIR spectral data from whole seeds and various data transformation techniques and resampling methods | Scientific Reports
Naturetech

A comparative ML approach to classify Lupinus species using VIS-NIR spectral data from whole seeds and various data transformation techniques and resampling methods | Scientific Reports

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFA1akp2RjNrSkdlZkdSWkNQZS1fVkNEbkFQeG05NjlrRlBHZUxNajJfNWdSZkYySE54VGYtYlBLa2hHeTAzVEZGbUg4TS1oVTJFUXNZYV83T3Yyc0I1azhB?oc=5" target="_blank">A comparative ML approach to classify Lupinus species using VIS-NIR spectral data from whole seeds and various data transformation techniques and resampling methods | Scientific Reports</a>  <font color="#6f6f6f">Nature</font>

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Modified resampling strategy for extreme values in imbalanced air pollution data using moving block bootstrapping approach with relevance weighting (MBB-RW)
Naturetech

Modified resampling strategy for extreme values in imbalanced air pollution data using moving block bootstrapping approach with relevance weighting (MBB-RW)

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFB0M3R0RG11QXh3dUMzMnBhUUM0Y0RDLWkzcWs4SDFpZGNPUG1ISFRkcVB1VlFEeDR1Vzdmbkg2dFVfei1EeWQtMkZQQmNNWFRxV1lsV2xPenEtNnBVc2FJ?oc=5" target="_blank">Modified resampling strategy for extreme values in imbalanced air pollution data using moving block bootstrapping approach with relevance weighting (MBB-RW)</a>  <font color="#6f6f6f">Nature</font>

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Statistical Experiments With Resampling
Towards Data Sciencegeneral

Statistical Experiments With Resampling

<a href="https://news.google.com/rss/articles/CBMijAFBVV95cUxORmVOcGJSWXpPaEFKQnY1ZTFxbGo3bzkzdlZSZzVSaHZxVGFmY0JKcGJGdTlkTXhRQ0VkNXEwTk42UV96Y19HdGg2TnpCQklRcW9vOTlxR0dXVVNUR044dTZyUUJBRnZEaDhJay1OWmt3WnVuajFUV2VjejJkZkZKeElvR1NFMmVnWkZYeA?oc=5" target="_blank">Statistical Experiments With Resampling</a>  <font color="#6f6f6f">Towards Data Science</font>

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Variable selection in modelling clustered data via within‐cluster resampling - Ye - 2025 - Canadian Journal of Statistics
Wiley Online Librarypolitics

Variable selection in modelling clustered data via within‐cluster resampling - Ye - 2025 - Canadian Journal of Statistics

<a href="https://news.google.com/rss/articles/CBMiakFVX3lxTE9mUVItcmJ3YlljcUJ3Rl83T1B0MUxoSGY0SGNvZ0ZQMzdKeE9QWWJ2ZlJuS2JSVm1lblRlUW5iQ3RJYjQzMWdNbTBDbmUyaVJaMEpTa3dvanFxdHNwTVZXTnJQLXYxcW4zeEE?oc=5" target="_blank">Variable selection in modelling clustered data via within‐cluster resampling - Ye - 2025 - Canadian Journal of Statistics</a>  <font color="#6f6f6f">Wiley Online Library</font>

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The Illusion of Fairness: Auditing Fairness Interventions in Algorithmic Hiring with Audit Studies
The Association for the Advancement of Artificial Intelligencetech

The Illusion of Fairness: Auditing Fairness Interventions in Algorithmic Hiring with Audit Studies

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE5ZN2E5YnRaaWFRNXdELUR1N3paUTVzT3FpclB5S2pJZmQ2YXVwUmZvM1FUMVFLQ1NhVVh5ZkV3ZFAtQTdaSFdTOVhUb0Y4a21mbkhhYk45WWRPZFpSMEgwRnE0NWo?oc=5" target="_blank">The Illusion of Fairness: Auditing Fairness Interventions in Algorithmic Hiring with Audit Studies</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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Handling the Challenges of Small-Scale Labeled Data and Class Imbalances in Classifying the N and K Statuses of Rubber Leaves Using Hyperspectroscopy Techniques
Science Partner Journalstech

Handling the Challenges of Small-Scale Labeled Data and Class Imbalances in Classifying the N and K Statuses of Rubber Leaves Using Hyperspectroscopy Techniques

<a href="https://news.google.com/rss/articles/CBMiZ0FVX3lxTE5GdG1pWTlKWUhzSm0yajFHVHEtR1dwVVYzYW10cWgzSEZfV1JvTFNXMWt2WDM4anRNVmZuZmUtN2hzQ2U1b2R1WXFZNzZ5SDh3NndsU2phYzg2Y3NUSmZDLU1zN29yaG8?oc=5" target="_blank">Handling the Challenges of Small-Scale Labeled Data and Class Imbalances in Classifying the N and K Statuses of Rubber Leaves Using Hyperspectroscopy Techniques</a>  <font color="#6f6f6f">Science Partner Journals</font>

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The effect of data resampling methods in radiomics
Naturegeneral

The effect of data resampling methods in radiomics

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFA1UDFfdW5wWHkySjhZbHc0M29TREdUd0RORmRuYm4yQ2xFZ3V5WUhNdTZOUWRzUzc2bTdteG1qcDBxVXhJRXFiTFU0NElYa3pYYmF3MWFpSGFTNzBzUmpV?oc=5" target="_blank">The effect of data resampling methods in radiomics</a>  <font color="#6f6f6f">Nature</font>

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Experimenting With the Past to Improve Environmental Monitoring
Frontiersgeneral

Experimenting With the Past to Improve Environmental Monitoring

<a href="https://news.google.com/rss/articles/CBMingFBVV95cUxPNVowZFRFbERVT196bWNXY0MtVnlWajRPckFrdzV4SjFRSGVYRTRmcU1uTkMyWGYzMWJiOUhfNjVMMEY3QlpHbC0tWFlrOHBMSXJVTzFEeXFRRkxpbVJzVklvQnN6SExGYTkzY251WndJdjM1Tkt6RFdnQ3VvcWZJQ0VrbDl2bEVUX25hSGtkc0F3ZXhDeE5FX20tazAxUQ?oc=5" target="_blank">Experimenting With the Past to Improve Environmental Monitoring</a>  <font color="#6f6f6f">Frontiers</font>

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Downscaling the spatial resolution of satellite imagery based on morphometric parameters to estimate the Topographic Wetness Index using GIS tools | Scientific Reports
Naturegeneral

Downscaling the spatial resolution of satellite imagery based on morphometric parameters to estimate the Topographic Wetness Index using GIS tools | Scientific Reports

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE15YlNoQi1fRXo2THJZa252Uno0bDBEcFg4V2hsRDNRS0Uzb3l3TUxweXNPMTNIUmc5OUVuMFJNWi03MG9SOGM0cEk5aWlnOUFaUVFWOUNmaEVUeXJoWDhF?oc=5" target="_blank">Downscaling the spatial resolution of satellite imagery based on morphometric parameters to estimate the Topographic Wetness Index using GIS tools | Scientific Reports</a>  <font color="#6f6f6f">Nature</font>

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Impact of imbalanced features on large datasets
Frontiersgeneral

Impact of imbalanced features on large datasets

<a href="https://news.google.com/rss/articles/CBMijwFBVV95cUxPZ09nR2gzUkJUSUlUZGd4R1R6NThoVXFXdDhVV29NZ3NlRTFlWHVOVDF5SnhmRFR3cnBIWVJIRktpc0N3R05zZTZvSGRXNXh6dXhTQ2hreXpGMTU3c1Q3ZUN6cS1vYzRjNFYtanBrRFlmbDhzd3QwM29MT0QwVmU2ZlBHVW5VczVHUE5GcXF2TQ?oc=5" target="_blank">Impact of imbalanced features on large datasets</a>  <font color="#6f6f6f">Frontiers</font>

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Parkinson's disease resting tremor severity classification using machine learning with resampling techniques
Frontierstech

Parkinson's disease resting tremor severity classification using machine learning with resampling techniques

<a href="https://news.google.com/rss/articles/CBMikwFBVV95cUxPYTdVaS02UEJlbXBZMTZZSWs0SjNXSURycGUzVjVleE5rd01QWFVPb21FbV82aEhIMWFSdEdfUFhkYVRWSm04ZGJqaEtJekhCNkcxaXctVTZrbHVCQUxKYU95TG95S1lkV1QweXFmV1pKRWgwaDdrNkllaHZkTzZEM2dXZnlGaEFwdEduWGRUa1N3bFE?oc=5" target="_blank">Parkinson's disease resting tremor severity classification using machine learning with resampling techniques</a>  <font color="#6f6f6f">Frontiers</font>

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Development of a novel machine learning-based adaptive resampling algorithm for nuclear data processing
Naturegeneral

Development of a novel machine learning-based adaptive resampling algorithm for nuclear data processing

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE90Mnp0NFM4YlRzbktmR2ZkNnZnN3NVR0JfV3RSaVVWQWFjZjFZZlBjalQ1a1M5QjFSMWlNQU5xakt2dWtfbFluYU1SUFR5Wld3WHI4dDFxdTNVa1U5UnFJ?oc=5" target="_blank">Development of a novel machine learning-based adaptive resampling algorithm for nuclear data processing</a>  <font color="#6f6f6f">Nature</font>

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Applying oversampling before cross-validation will lead to high bias in radiomics
Naturegeneral

Applying oversampling before cross-validation will lead to high bias in radiomics

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE8wckgwTkU2MllnVlYyekd0Y2o0eU1RYTFobThVdV8yWW93dERGd2dtazgzNEZrNDhnZmpFUE1OazNqb0ZyUHlkS2dQa1ZWM2l4d0FzZ1VXVXI3MUFvY0pz?oc=5" target="_blank">Applying oversampling before cross-validation will lead to high bias in radiomics</a>  <font color="#6f6f6f">Nature</font>

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Quantum frequency resampling - npj Quantum Information
Naturegeneral

Quantum frequency resampling - npj Quantum Information

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9VOVhCUS11c3h5STVSd2dGSW9CcG1PVktmNEZXQmNkV2kwQXBQR0h6MGQtNnQydVNsNUZLLVVuMFhRblRKWFFyeXA2VzlkaWNvNm52LWRKN29CdG8tWFBV?oc=5" target="_blank">Quantum frequency resampling - npj Quantum Information</a>  <font color="#6f6f6f">Nature</font>

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A resampling-based approach to share reference panels
Naturegeneral

A resampling-based approach to share reference panels

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE01RDZjbzJRY1I4U1EzZXhOWV9XNl9VY1NWdl84ZTBiOTYxU2E4eFlIVlY3eHE0YWFPZDRtdVFQUEFTVTZIdk5LVmNPRWlPand3N2NBNTNSdnVXelBybjNV?oc=5" target="_blank">A resampling-based approach to share reference panels</a>  <font color="#6f6f6f">Nature</font>

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Resampling and harmonization for mitigation of heterogeneity in image parameters of baseline scans
Naturegeneral

Resampling and harmonization for mitigation of heterogeneity in image parameters of baseline scans

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9NZVg0MlplT2RXR1IxU21aMXllby1Hc1k5SGZuRUdWa21CbGVOSERtcmlJUTBZMFlLMjVoaHc1UEs3VUVqRUVpUHNFZ0tpME5VU19kR3c3bGlnSzNKeTdJ?oc=5" target="_blank">Resampling and harmonization for mitigation of heterogeneity in image parameters of baseline scans</a>  <font color="#6f6f6f">Nature</font>

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Synthetic data generation for a longitudinal cohort study – evaluation, method extension and reproduction of published data analysis results
Naturegeneral

Synthetic data generation for a longitudinal cohort study – evaluation, method extension and reproduction of published data analysis results

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE44YjdGdVY3eHowRjlHNEpkM09Sd1RwNVhZVTNrSWFLcWtzVm9RaFNiWWlGaFdyZ0tIQkhrT2gxOXdwSWVtRFBvZDBpc1BLT1c0SGxneHlXVGZtTDFSekFJ?oc=5" target="_blank">Synthetic data generation for a longitudinal cohort study – evaluation, method extension and reproduction of published data analysis results</a>  <font color="#6f6f6f">Nature</font>

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Mitigating class imbalance in churn prediction with ensemble methods and SMOTE
Naturegeneral

Mitigating class imbalance in churn prediction with ensemble methods and SMOTE

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1JNW1JRkRRZ3U1MjdHOGpPTnhIbnZNMERkVm9SOHVORDJHWkhkQWtJV2Y5MFhxVXJzOWhMcWUtOXFwR18xdzAtZElfM3Q2ZjBjU0wxc2p1ekxEMF8xd2tN?oc=5" target="_blank">Mitigating class imbalance in churn prediction with ensemble methods and SMOTE</a>  <font color="#6f6f6f">Nature</font>

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A novel image fusion method based on UAV and Sentinel-2 for environmental monitoring
Naturegeneral

A novel image fusion method based on UAV and Sentinel-2 for environmental monitoring

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5IM28xTXdFRkNfMWZ1R2NIOWM5UGVwZjhPUTloc1ZReVV3cG92Mk1nNTk3Y3Y5Y2F0TnpaOVN4MW4yNWdfUTRWVC1Dd3E2OGJzTk1KNGlicDQ2Q3g5aVJF?oc=5" target="_blank">A novel image fusion method based on UAV and Sentinel-2 for environmental monitoring</a>  <font color="#6f6f6f">Nature</font>

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EEG is better left alone
Naturegeneral

EEG is better left alone

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE55b0dTQ0pZSDhrd1hwU2VEbVpIZVAwdjY2R1FXVzBkX0dXSmZ3TzFhZnFDRnhKNm44ZVcxYjl3LTRBMnRuRXdMOXYzRzI0bENMTDlndUNqV29sZ1BhQVY4?oc=5" target="_blank">EEG is better left alone</a>  <font color="#6f6f6f">Nature</font>

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Pruning tree forest and re-sampling for class imbalanced problem
Natureworld

Pruning tree forest and re-sampling for class imbalanced problem

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE83Mks1ZnRCTmNMdUhxdU00OWlwbjI4ZzVLZUphN2g0bWdRc2k0RFd4TDhsSW9DalZCYkdORHF6Y284aWJQdXFnSnpYNlhObjhpQjZfbC1MYVpDbmt3a0JZ?oc=5" target="_blank">Pruning tree forest and re-sampling for class imbalanced problem</a>  <font color="#6f6f6f">Nature</font>

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Image resampling and discretization effect on the estimate of myocardial radiomic features from T1 and T2 mapping in hypertrophic cardiomyopathy
Naturegeneral

Image resampling and discretization effect on the estimate of myocardial radiomic features from T1 and T2 mapping in hypertrophic cardiomyopathy

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBtUHNLdjhoQkpfYVJXd0ZmMHV6SjdORC1EQXNFTWZMVXU5NUFTSnZWREdfYldMYUR5RDI2Qk1SNmF1VW1ROGhIYWR3ZW5YX0ZCancySWRoQm84UmRHTHZ3?oc=5" target="_blank">Image resampling and discretization effect on the estimate of myocardial radiomic features from T1 and T2 mapping in hypertrophic cardiomyopathy</a>  <font color="#6f6f6f">Nature</font>

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The Climate Data for Adaptation and Vulnerability Assessments and the Spatial Interactions Downscaling Method
Naturescience

The Climate Data for Adaptation and Vulnerability Assessments and the Spatial Interactions Downscaling Method

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE4zaWxsZG5TVmFVVGw3WGREOHBwdE5VSk1ZSHdXXzM4MEtBLThqRE42c1M2Z0RCd3JNa1ZMREtNWU5NQ05fdFZENE1jWmZVcHFuTmp2aGg2VmJGVWNTUGgw?oc=5" target="_blank">The Climate Data for Adaptation and Vulnerability Assessments and the Spatial Interactions Downscaling Method</a>  <font color="#6f6f6f">Nature</font>

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An approach for handling imbalanced datasets using borderline shifting
Naturegeneral

An approach for handling imbalanced datasets using borderline shifting

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBKVG1hSkdFRFpLX19TVk1INktOQUVNbFF0TkZjeW9VUkQxVmdvYWhtajV2d2V6OWw1d1NsdS00OGlHUDZjSzZKb0VVR0R1LXM1VGctMm9mYnFTOVBnLUJ3?oc=5" target="_blank">An approach for handling imbalanced datasets using borderline shifting</a>  <font color="#6f6f6f">Nature</font>

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MPCID, A new high-resolution multi-precipitation concentration indicators dataset for mainland China
Naturetech

MPCID, A new high-resolution multi-precipitation concentration indicators dataset for mainland China

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE04TzhmNHNxNjIwcEpOVzB5WjdJaGk1aGxvekV1Q0QwMGVBQ0NzTWxsVVdxd3JFelNHUFJaY09GRjJFamY4aERlUzI1N3RKdGlUcnV4Z1ZVNXJMYjBFRmhn?oc=5" target="_blank">MPCID, A new high-resolution multi-precipitation concentration indicators dataset for mainland China</a>  <font color="#6f6f6f">Nature</font>

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Fingerprint resampling: A generic method for efficient resampling
Naturegeneral

Fingerprint resampling: A generic method for efficient resampling

<a href="https://news.google.com/rss/articles/CBMiU0FVX3lxTE81ZzdPYlZDb3BDYkhTZV9NeVppYWRkOElHS0hYZnZjbGY1MVp5TkRGcVAyaEFhcS1wdV9ibG5WRHJUU1RJeEdKUHhBSjc2d0JvaS1r?oc=5" target="_blank">Fingerprint resampling: A generic method for efficient resampling</a>  <font color="#6f6f6f">Nature</font>

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Direct Sampling for Spatially Variable Extreme Event Generation in Resampling-Based Stochastic Weather Generators
AGU Publicationsgeneral

Direct Sampling for Spatially Variable Extreme Event Generation in Resampling-Based Stochastic Weather Generators

<a href="https://news.google.com/rss/articles/CBMieEFVX3lxTE52aFRibV9ybjZxSG5DQWpSR2wzbk5RcG5pRU9abEFVRVBzeTN2bGlodEkyUFlvNlNMVHItRjBiZGVYX09pNkRhTl9ydG9hd09mUDlIWl91bW43Y0Z4cEgwVVhsOWFGTG9ZQWZ1cTkweWZ4UlZHcUd5Tg?oc=5" target="_blank">Direct Sampling for Spatially Variable Extreme Event Generation in Resampling-Based Stochastic Weather Generators</a>  <font color="#6f6f6f">AGU Publications</font>

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Interpretable QSAR models for acute oral toxicity via tuned XGBoost and hybrid data sampling techniques
Naturetech

Interpretable QSAR models for acute oral toxicity via tuned XGBoost and hybrid data sampling techniques

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5hZG1KZzJKZUN6RFJTSnMySHJfc2F2bDdIanFiS1BFeVNXdnU5OTBDZGk0eVV5bWdtV0NvQmdSVUFiTkg2NDF0dmF4Q0Z3OXNKTG5sa0x4dVFDU0l5S0dz?oc=5" target="_blank">Interpretable QSAR models for acute oral toxicity via tuned XGBoost and hybrid data sampling techniques</a>  <font color="#6f6f6f">Nature</font>

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Robust latent-variable interpretation of in vivo regression models by nested resampling
Naturegeneral

Robust latent-variable interpretation of in vivo regression models by nested resampling

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE45bDloNldCQmdWZE4zUHRYN2hzZml4OUNVejduRGZldmFjTHgxRFNhRng2aXdKYjZsWTMtd3pDbV8tSWFYN29CUDZCbTJsdU15Q2J4Z0VMeXBub1o0WUpN?oc=5" target="_blank">Robust latent-variable interpretation of in vivo regression models by nested resampling</a>  <font color="#6f6f6f">Nature</font>

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