Heike Hofmann
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German statistician
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Heike Hofmannmathematics Degrees
Mathematics
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Mathematics
Why Is Heike Hofmann Influential?
(Suggest an Edit or Addition)According to Wikipedia, Heike Hofmann is a statistician and Professor in the Department of Statistics at Iowa State University. Education She earned an MSc in Mathematics, with a minor in Computer Science, and a PhD in Statistics, from the University of Augsburg, Augsburg, Germany in 1998 and 2000, respectively.
Heike Hofmann's Published Works
Published Works
- Data Visualization With Multidimensional Scaling (2008) (298)
- Letter-Value Plots: Boxplots for Large Data (2017) (166)
- Visualizing association rules with interactive mosaic plots (2000) (151)
- Interactive Graphics for Data Sets with Missing Values—MANET (1996) (136)
- Statistical inference for exploratory data analysis and model diagnostics (2009) (130)
- Graphical inference for infovis (2010) (108)
- The Generalized Pairs Plot (2013) (99)
- Exploring categorical data: interactive mosaic plots (2000) (82)
- Graphics of Large Datasets: Visualizing a Million (2006) (75)
- Tourr: An R package for exploring multivariate data with projections (2011) (74)
- MetNet: Software to Build and Model the Biogenetic Lattice of Arabidopsis (2003) (72)
- Product Plots (2011) (55)
- Validation of Visual Statistical Inference, Applied to Linear Models (2013) (52)
- Managerial Gender Diversity and Firm Performance (2016) (51)
- Variations of Q–Q Plots: The Power of Our Eyes! (2015) (50)
- HLMdiag: A Suite of Diagnostics for Hierarchical Linear Models in R (2014) (47)
- Soy Isoflavones for Reducing Bone Loss Study: effects of a 3-year trial on hormones, adverse events, and endometrial thickness in postmenopausal women (2015) (45)
- Visualizing statistical models: Removing the blindfold (2015) (45)
- The soy isoflavones for reducing bone loss study: 3-yr effects on pQCT bone mineral density and strength measures in postmenopausal women. (2011) (43)
- Graphical Tests for Power Comparison of Competing Designs (2012) (42)
- Glyph‐maps for visually exploring temporal patterns in climate data and models (2012) (39)
- The TwoKey Plot for Multiple Association Rules Control (2001) (36)
- Interactive Data Visualization with Multidimensional Scaling (36)
- Visual Comparison of Association Rules (2001) (36)
- Androidal Fat Dominates in Predicting Cardiometabolic Risk in Postmenopausal Women (2010) (26)
- Visually Exploring Missing Values in Multivariable Data Using a Graphical User Interface (2015) (26)
- Model Choice and Diagnostics for Linear Mixed-Effects Models Using Statistics on Street Corners (2015) (26)
- Machine learning in forensic applications (2019) (25)
- Network Visualization with ggplot2 (2017) (24)
- Graphics of Large Datasets: Visualizing a Million (Statistics and Computing) (2006) (24)
- Automatic Matching of Bullet Land Impressions (2016) (24)
- METNET: SYSTEMS BIOLOGY TOOLS FOR ARABIDOPSIS (2007) (24)
- Mosaic Plots and Their Variants (2008) (23)
- The plumbing of interactive graphics (2009) (23)
- Constructing and reading mosaicplots (2003) (22)
- Diagnostic tools for hierarchical linear models (2013) (21)
- [Diagnosis of viral infections]. (1976) (21)
- Spatial Reasoning and Data Displays (2016) (21)
- New interactive graphics tools for exploratory analysis of spatial data (1998) (20)
- Common Angle Plots as Perception-True Visualizations of Categorical Associations (2013) (19)
- The assessment of immunity against hepatitis B after vaccination. (1986) (18)
- An algorithm for deciding the number of clusters and validation using simulated data with application to exploring crop population structure (2013) (18)
- Generalized Odds Ratios for Visual Modeling (2001) (18)
- Using visual statistical inference to better understand random class separations in high dimension, low sample size data (2015) (18)
- MANET Extensions to Interactive Statistical Graphics for Missing Values (1997) (18)
- Reactive Programming for Interactive Graphics (2014) (17)
- GUI and Command-line-Conflict or Synergy? (1999) (16)
- Signs of the Sine Illusion—Why We Need to Care (2015) (16)
- exploRase: Exploratory Data Analysis of Systems Biology Data (2006) (14)
- [After vaccination for tick-borne encephalitis must onset of neurologic disorders be expected?]. (1995) (13)
- Exploring Gene Expression Data, Using Plots (2021) (12)
- Extending the GGobi pipeline from R (2009) (11)
- ggplot2 Compatible Quantile-Quantile Plots in R (2018) (11)
- Comparison of three similarity scores for bullet LEA matching. (2020) (11)
- Treatment of inconclusives in the AFTE range of conclusions (2020) (10)
- Mind Reading: Using an Eye-Tracker to See How People are Looking at Lineups (2013) (10)
- Algorithmic approaches to match degraded land impressions (2017) (9)
- The 2011 data Expo of the American Statistical Association (2014) (9)
- A Projection Pursuit Method on the multidimensional squared Contingency Table (2003) (9)
- Are You Normal? The Problem of Confounded Residual Structures in Hierarchical Linear Models (2015) (9)
- Clusters Beat Trend!? Testing Feature Hierarchy in Statistical Graphics (2017) (8)
- A graphical exploration of the Deepwater Horizon oil spill (2014) (7)
- Point Estimation of the Central Orientation of Random Rotations (2013) (7)
- Glaciers melt as mountains warm: a graphical case study (2010) (6)
- Evaluation of Diversity in Nucleotide Libraries (2015) (6)
- The 2013 Data Expo of the American Statistical Association (2019) (6)
- Empirical Bayes small area prediction under a zero‐inflated lognormal model with correlated random area effects (2020) (6)
- Testing Statistical Charts: What Makes a Good Graph? (2020) (6)
- ggplot 2 Compatible Quantile-Quantile Plots in R by (2019) (6)
- Multivariate Categorical Data — Mosaic Plots (2006) (6)
- Nonparametric confidence regions for the central orientation of random rotations (2015) (5)
- Let Graphics Tell the Story - Datasets in R (2013) (5)
- [Shortening of interval between first and second TBE vaccination in asthmatic children (author's transl)]. (1981) (5)
- Graphical Stability of Data Analysing Software (1997) (5)
- Enabling Interactivity on Displays of Multivariate Time Series and Longitudinal Data (2014) (5)
- rotations: An R Package for SO(3) Data (2014) (5)
- Interactive Web‐based Data Visualization and Analysis Tool for Synthetizing on‐farm Research Networks Data (2020) (5)
- R Graphics, 2nd Edition (2011) (5)
- Validation of association rules by interactive mosaic plots (2000) (4)
- Escape from Boxland (2016) (4)
- Biomathematical Description of Synthetic Peptide Libraries (2015) (4)
- A Robust Approach to Automatically Locating Grooves in 3D Bullet Land Scans (2019) (4)
- Human Factors Influencing Visual Statistical Inference (2014) (4)
- Delayed, Canceled, on Time, Boarding… Flying in the USA (2011) (4)
- Utilizing Distance Metrics on Lineups to Examine What People Read From Data Plots (2014) (4)
- Where ’ s Waldo : Looking closely at a Lineup (2012) (4)
- The Soy Isoflavones for Reducing Bone Loss (SIRBL) Study: Three year effects on pQCT bone mineral density and strength measures in postmenopausal women (2011) (3)
- Adapting the Chumbley Score to Match Striae on Land Engraved Areas (LEAs) of Bullets , (2018) (3)
- [Hepatitis B contamination of Viennese hospital personnel]. (1983) (3)
- [Clinical aspects, diagnosis and pathology of non-aortic aneurysms]. (1983) (3)
- An interactive graphical method for community detection in network data (2017) (3)
- Prediction of Side Chain Orientations in Proteins by Statistical Machine Learning Methods (2007) (3)
- Visual Methods for Data from Two Factor Single-Replicate Gene Expression Studies (2003) (3)
- Exploring cluster analysis (2006) (3)
- [Diagnostic and epidemiological features of a coxsackie virus epidemic in newborn infants (author's transl)]. (1979) (2)
- Visual diagnostics of an explainer model: Tools for the assessment of LIME explanations (2021) (2)
- Can You Buy a President? Politics After the Tillman Act (2014) (2)
- Visual Statistical Inference for Regression Parameters (2010) (2)
- Quantile-Quantile Plot Extensions for 'ggplot2' [R package qqplotr version 0.0.4] (2020) (2)
- Framed! Reproducing and Revisiting 150-Year-Old Charts (2019) (2)
- Direct Manipulation Graphics for Data Mining (2002) (2)
- Measuring Lineup Difficulty By Matching Distance Metrics With Subject Choices in Crowd-Sourced Data (2018) (2)
- [Guidelines for managing HBV, HCV, and HIV infections in obstetrics]. (1995) (2)
- Interview with a Centennial Chart (2007) (2)
- All of This Has Happened Before. All of This Will Happen Again: Data Science (2017) (1)
- Data Mining and Statistics – Introduction (2001) (1)
- Statistical Learning Algorithms for Forensic Scientists (2020) (1)
- Tools for Graphical Inference [R package nullabor version 0.3.9] (2020) (1)
- Interactive Biplots for Visual Modelling (2004) (1)
- Validation of Visual Statistical Inference , with Application to Linear Models (2012) (1)
- Statistical significance calculations for scenarios in visual inference (2021) (1)
- Authors' response to discussants (2015) (1)
- Dividend Payout, Effective Future Firm Value and the Role of National Governance (2018) (1)
- Letter-Value Box Plots: Adjusting Box Plots for Large Data Sets (2006) (1)
- Clustering microarray data to determine normalization method. (2011) (1)
- Automatic Matching of Bullet Lands (2016) (1)
- Escape from Boxland Generating a Library of High-Dimensional Geometric Shapes (2017) (1)
- Visually Monitoring the 2008 Election (2010) (1)
- Categorical Displays of a Million Cases (2004) (1)
- MissingDataGUI : (2016) (1)
- Manipulation of Discrete Random Variables with discreteRV (2015) (1)
- [Modern virus diagnostics]. (1973) (1)
- [Diagnosis of aneurysms of the aorta and its large branches. A clinical pathoanatomical study (author's transl)]. (1980) (1)
- Soy isoflavones for three years exert modest effects on pQCT bone measures in postmenopausal women (2010) (1)
- Exploring Association Rules by Interactive Graphics (2002) (0)
- An Open-Source Implementation of the CMPS Algorithm for Assessing Similarity of Bullets (2022) (0)
- Monitoring the 2008 Election Visually (2010) (0)
- About the Authors (2007) (0)
- Geom for Logo Sequence Plots [R package gglogo version 0.1.5] (2020) (0)
- Working with Rotation Data [R package rotations version 1.6.1] (2020) (0)
- bra model Rachel Menken Random guy (2017) (0)
- Hierarchical Decision Ensembles- An inferential framework for uncertain Human-AI collaboration in forensic examinations (2021) (0)
- XGvis : Intera tive Data Visualizationwith Multidimensional S alingAndreas (2001) (0)
- Visualizing communication patterns at DinoFun World (2015) (0)
- Variations of Parallel Coordinate Plots for Categorical Data [R package ggparallel version 0.2.0] (2016) (0)
- An Implementation of the 'Congruent Matching Cells' Method [R package cmcR version 0.1.3] (2020) (0)
- Better Diagnostics for Linear Mixed-Effects Models Using Visual Inference (2015) (0)
- How Good Is Your Eyeballing? (2011) (0)
- [Viral vaccination in pregnancy]. (1986) (0)
- Exploring Election and Census Highly Informative Data Nationally for Australia [R package eechidna version 1.4.0] (2019) (0)
- [The value of the Coxsackie B virus complement fixation test (author's transl)]. (1975) (0)
- Visualizing Simple Logistic Regression Models using Mosaic Plots (2006) (0)
- [Duration of immunity against rubella after post-partum vaccination]. (1974) (0)
- Automatic Matching of Scans from Hamby Sets (2019) (0)
- [Vaccination against rubella]. (1974) (0)
- Population problems in Zambia (1979) (0)
- [Serological diagnosis of virus hepatitis (author's transl)]. (1981) (0)
- [Interferon production in infections with influenza-A2-HongKong-virus (author's transl)]. (1973) (0)
- Create and Manipulate Discrete Random Variables (2015) (0)
- [Risk to patients by virus-infected physicians?]. (1996) (0)
- Population statistics in the Third World (1978) (0)
- [Delivery in foot presentation]. (1980) (0)
- An Experiment to Explore Persistence of Bullet Striations (2019) (0)
- A Study in Reproducibility: The Congruent Matching Cells Algorithm and cmcR Package (2023) (0)
- On the move at DinoFun world (2015) (0)
- A grammar of graphics framework for generalized parallel coordinate plots (2020) (0)
- An interactive graphical method for community detection in network data (2016) (0)
- [Immunity after newcastle disease in man (author's transl)]. (1977) (0)
- [The choice of vaccine for post partum rubella vaccination (author's transl)]. (1975) (0)
- Generalized Mosaic Plots in the \pkg{ggplot2} Framework (2023) (0)
- Using visual statistical inference to better understand random class separations in high dimension, low sample size data (2014) (0)
- An Introduction to Firearms Examination for Researchers in Statistics (2020) (0)
- How good is your eyeballing (2011) (0)
- Compute Scagnostics [R package binostics version 0.1.2] (2019) (0)
- qtpaintgui() - An integration of Command Line and Graphical User Interface (2010) (0)
- Instance Selection for Model-based Classifiers Table of Contents (0)
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