000			02656nam a22003137a 4500
003			OSt
005			20241115120032.0
008			241114b |||||||| |||| 00| 0 eng d
020			_a9789819946600 [paperback]
040			_aUniversity of Cebu-Banilad _cUniversity of Cebu-Banilad
100			_aMustafy, Tanvir, _eauthor.
245			_aStatistics and data analysis for engineers and scientists / _cTanvir Mustafy and Md. Taunhid Ur Rahman.
260			_aGateway East, Singapore : _bSpringer, _cc2024.
300			_aix, 180 pages : _bcolored illustrations ; _c24cm.
336			_2rdacontent _atext
337			_2rdamedia _aunmediated
338			_2rdacarrier _avolume
505			_a Chapter 1 Introduction -- Chapter 2 MATLAB -- Chapter 3 Excel -- Chapter 4 SPSS.
520			_a"This textbook summarizes the different statistical, scientific, and financial data analysis methods for users ranging from a high school level to a professional level. It aims to combine the data analysis methods using three different programs—Microsoft Excel, SPSS, and MATLAB. The book combining the different data analysis tools is a unique approach. The book presents a variety of real-life problems in data analysis and machine learning, delivering the best solution. Analysis methods presented in this book include but are not limited to, performing various algebraic and trigonometric operations, regression modeling, and correlation, as well as plotting graphs and charts to represent the results. Fundamental concepts of applied statistics are also explained here, with illustrative examples. Thus, this book presents a pioneering solution to help a wide range of students, researchers, and professionals learn data processing, interpret different findings derived from the analyses,and apply them to their research or professional fields. The book also includes worked examples of practical problems. The primary focus behind designing these examples is understanding the concepts of data analysis and how it can solve problems. The chapters include practice exercises to assist users in enhancing their skills to execute statistical analysis calculations using software instead of relying on tables for probabilities and percentiles in the present world." --Provided by publisher
541			_yCollege of Industrial Engineering _zIndustrial Engineering
546			_aText in English
650			_aEngineering _xData processing
650			_aProbabilities.
650			_aMathematical statistics.
700			_aRahman, Md. Taunhid Ur, _eauthor.
942			_2ddc _cBK
998			_cJanna [new] _d11/14/2024
999			_c13023 _d13023