P.4/12 NO.3e3 EXFCNENT 658 320 2983 10:@5aM FEB. 15.2022 Expontnc Exponent" Connonuak Drlua 94035 Meno Pirc Failxrc Analysts Assoziates" tclcpkon: 650-326-9420 bcinit 0j0-120-8073 wunu E pon ce-con Ray; Rose. PhD: Principal Scicutist Professional Profile Dr. Rose Ray i4 a Principal Scieutist with cxtensive experience in data analysis and thc @Pplication Of satistical epidemiological methods to business cnvironments Her work covers issues related t0 the evaluation of passenger vehicle ficld perfomance, demographic analysis of labor markcts, < nalysis of survcy data, development of stochastic models; multivariatc analysis; survival analysis, nonparametric statistics, design of experiments, and risk assessment: consulting Dr. Ray has an extensive background in academics, research and She has been on staff at the Universiry of Califomia at Berkeley; the University of Florida; and Northwestcm Universiry and Jias performed analyses for variety of industrial and commercial companies. Prior to joining Exponent, Dr Ray was responsible for stztistical labor force planning for Paclfic Gas and Electric Company: Credentials and Professional Honors Statistics, University of Califomia, Berkeley, 1972 PhD BA , Psychology; University of Califoria Berkeley 1965 Sigma Xi; Evelyn Fix Award for Biostatistics American Statistical Association (member; President San Francisco Bay Chapter; 1994-1995); Institute of Mattematical Statistics (member); Biometric Society (member); American Association for the Advanceinent of Sciences (member) 1 1499
P.4/12 NO.3e3 EXFCNENT 658 320 2983 FEB. 15.2022 10:@5aM Expontnc Connonuak Drlua Meno Pirc 94035 Exponent" Failxrc Analysts Assoziates" tclcpkon: 650-326-9420 bcinit 0j0-120-8073 wunu E pon ce-con Rose. Ray; PhD: Principal Scicutist Professional Profile Dr. Rose Ray i4 a Principal Scieutist with cxtensive experience in data analysis and thc @Pplication Of satistical epidemiological methods to business cnvironments Her work covers issues related t0 the evaluation of passenger vehicle ficld perfomance, demographic analysis of labor markcts, < nalysis of survcy data, development of stochastic models; multivariatc analysis; survival analysis, nonparametric statistics, design of experiments, and risk assessment: Dr. Ray has an extensive background in academics, research and consulting She has been on staff at the Universiry of Califomia at Berkeley; the University of Florida; and Northwestcm Universiry and Jias performed analyses for  variety of industrial and commercial companies. Prior to joining Exponent, Dr Ray was responsible for stztistical labor force planning for Paclfic Gas and Electric Company: Credentials and Professional Honors PhD Statistics, University of Califomia, Berkeley, 1972 BA , Psychology; University of Califoria Berkeley 1965 Sigma Xi; Evelyn Fix Award for Biostatistics American Statistical Association (member; President San Francisco Bay Chapter; 1994-1995); Institute of Mattematical Statistics (member); Biometric Society (member); American Association for the Advanceinent of Sciences (member) 1 1499