張洪

1993.9-1997.6，中國科大數學系計算數學及其應用軟件專業，獲理學學士學位。

1997.9-2000.6，中國科大數學系應用數學專業攻讀碩士學位，獲理學碩士學位。

2000.7-2011，中國科大統計與金融系，助教/講師。

2001.2-2003.12，中國科大統計與金融系概率論與數理統計專業，獲理學博士學位。

2004.3-2005.4，喬治華盛頓大學統計系（postdoctoral scientist）

2006.8-2007.11，耶魯大學醫學院（postdoctoral associate）

2009.1-2010.12，美國NIH國立癌症研究所（postdoctoral visiting fellow）

2011.2-2018.5，復旦大學生物統計學研究所，研究員、博導。

2018.6至今，中國科大統計與金融系，教授、博導。 ^[1] 

1、統計計算

2、大數據分析

3、生物統計 ^[1] 

(1) Adjustment of non-confounding covariates in case-control genetic associaiton studies - Annals of Applied Statistics - 2018年 - 12(1): 200-221

(2) AntCaller: An accurate variant caller incorporating ancient DNA damage - Molecular Genetics and Genomics - 2017年 - 292(6): 1419-1430

(3) armDNA: A functional beta model for detecting age-related genomewide DNA methylation marks - Statistical Methods in Medical Research - 2016年 - DOI: 10.1177/0962280216683571

(4) multiDE: A dimension reduced model based statistical method for differential expression analysis using RNA-sequencing data from multiple conditions - BMC Bioinformatics - 2016年 - 17: 248

(5) contamDE: Differential expression analysis of RNA-seq data for contaminated tumor samples - Bioinformatics - 2016年 - 32(5): 705-712

(6) MAFsnp: A Multi-sample Accurate and Flexible SNP Caller Using Next-generation Sequencing Data - PLoS ONE - 2015年 - 10(8): e0135332

(7) PLNseq: a multivariate Poisson lognormal distribution for high-throughput matched RNA-sequencing read count data - Statistics in Medicine - 2015年 - 34: 1577-1589

(8) Semiparametric inference on the penetrances of rare genetic mutations based on a case-family design - Journal of Statistical Planning and Inference - 2013年 - 143: 368-377

(9) Influence of population stratification on population based marker-disease association analysis - Annals of Human Genetics - 2010年 - 74:351-360

(10) Statistical inference on the penetrances of rare genetic mutations based on a case-family design - Biostatistics - 2010年 - 11:519-532

(11) Large sample interval mapping method for genetic trait loci in finite regression mixture models - Journal of Statistical Planning and Inference - 2009年 - 139:764-779

(12) Genotypic association analysis using discordant-relative-pairs - Annals of Human Genetics - 2009年 - 73:84-94

(13) Analysis of least absolute deviation - Biometrika - 2008年 - 95:107-122

(14) Statistical methods for haplotype-based matched case-control association studies - Genetic Epidemiology - 2007年 - 31:316-326

(15) Statistical analysis for haplotype-based matched casecontrol studies - Biometrics - 2006年 - 62:1124-1131 ^[1]