Citation:
ZHU Jiaxin, BAO Yutian, LI Zhao. Discussion on the Method for Testing and Treating Outliers[J]. University Chemistry,
;2018, 33(8): 58-65.
doi:
10.3866/PKU.DXHX201802008
-
This paper compares and analyzes outliers related contents in analytical chemistry textbooks which are widely used nowadays, and explains the significance of the detection of outliers. Several common methods for testing outliers are introduced and compared, and the data treatment methods of dealing with confirmed outliers are also compared and discussed. All kinds of methods have their own advantages and disadvantages, thus we should choose different methods or a variety of methods, in accordance with the actual situation, to achieve better detection and treatment of outliers.
-
Keywords:
- Outlier,
- Test of methods of outliers,
- Treatment of outliers
-
-
-
[1]
-
[2]
-
[3]
-
[4]
-
[5]
-
[6]
-
[7]
-
[8]
-
[9]
-
[10]
-
[11]
-
[12]
-
[13]
-
[14]
-
[1]
-
-
-
[1]
Xin Zhou , Yiting Huo , Songyu Yang , Bowen He , Xiaojing Wang , Zhen Wu , Jianjun Zhang . Understanding the effect of pH on protonated COF during photocatalytic H2O2 production by femtosecond transient absorption spectroscopy. Acta Physico-Chimica Sinica, 2025, 41(12): 100160-0. doi: 10.1016/j.actphy.2025.100160
-
[2]
Feng Liang , Desheng Li , Yuting Jiang , Jiaxin Dong , Dongcheng Liu , Xingcan Shen . Method Exploration and Instrument Innovation for the Experiment of Colloid ζ Potential Measurement by Electrophoresis. University Chemistry, 2024, 39(5): 345-353. doi: 10.3866/PKU.DXHX202312009
-
[3]
Wanzhang Zhang , Yalan Zhong , Chi Huang . Improved Calibration Method for Wet Gas Flowmeters. University Chemistry, 2025, 40(11): 254-262. doi: 10.12461/PKU.DXHX202412121
-
[4]
Jing Wang , Pingping Li , Yuehui Wang , Yifan Xiu , Bingqian Zhang , Shuwen Wang , Hongtao Gao . Treatment and Discharge Evaluation of Phosphorus-Containing Wastewater. University Chemistry, 2024, 39(5): 52-62. doi: 10.3866/PKU.DXHX202309097
-
[5]
Zhaohu Li , Weidong Wang , Yuhao Liu , Mingzhe Han , Lingling Wei , Huan Jiao . Research on the Safety Management and Disposal of Chemical Laboratory Waste. University Chemistry, 2024, 39(10): 128-136. doi: 10.3866/PKU.DXHX202312090
-
[6]
Zehua Zhao , Xiaoyan An , Jinrong Xu , Ling Yang , Hao Zhao , Zhongyun Wu . Independent Development and Application of Calorimetric Experiment Data Acquisition and Processing Software. University Chemistry, 2025, 40(11): 402-408. doi: 10.12461/PKU.DXHX202505045
-
[7]
Lisen Sun , Yongmei Hao , Zhen Huang , Yongmei Liu . Experimental Teaching Design for Viscosity Measurement Serves the Optimization of Operating Conditions for Kitchen Waste Treatment Equipment. University Chemistry, 2024, 39(2): 52-56. doi: 10.3866/PKU.DXHX202307063
-
[8]
Kun Xu , Xinxin Song , Zhilei Yin , Jian Yang , Qisheng Song . Comprehensive Experimental Design of Preferential Orientation of Zinc Metal by Heat Treatment for Enhanced Electrochemical Performance. University Chemistry, 2024, 39(4): 192-197. doi: 10.3866/PKU.DXHX202309050
-
[9]
Chunai Dai , Yongsheng Han , Luting Yan , Zhen Li , Yingze Cao . Preparation of Superhydrophobic Surfaces and Their Application in Oily Wastewater Treatment: Design of a Comprehensive Physical Chemistry Innovation Experiment. University Chemistry, 2024, 39(2): 34-40. doi: 10.3866/PKU.DXHX202307081
-
[10]
Zhangshu Wang , Xin Zhang , Jixin Han , Xuebing Fang , Xiufeng Zhao , Zeyu Gu , Jinjun Deng . Exploration and Design of Experimental Teaching on Ultrasonic-Enhanced Synergistic Treatment of Ternary Composite Flooding Produced Water. University Chemistry, 2024, 39(5): 116-124. doi: 10.3866/PKU.DXHX202310056
-
[11]
Limin Shao , Na Li . A Unified Equation Derived from the Charge Balance Equation for Constructing Acid-Base Titration Curve and Calculating Endpoint Error. University Chemistry, 2024, 39(11): 365-373. doi: 10.3866/PKU.DXHX202401086
-
[12]
Zishuo Yi , Peng Liu , Yan Xu . Fluorescent “Chameleon”: A Popular Science Experiment Based on Dynamic Luminescence. University Chemistry, 2024, 39(9): 304-310. doi: 10.12461/PKU.DXHX202311079
-
[13]
Wen Shi , Jiuxing Jiang . 化学中的数学方法课程建设探索. University Chemistry, 2025, 40(6): 48-53. doi: 10.12461/PKU.DXHX202408088
-
[14]
Zhentong Zhu , Peiyao Du , Chaoqin Zeng , Rui Zhou , Xiaoyan He , Bingzhang Lu , Xiaoquan Lu . Discussion on Teaching Methods for Bilingual Courses in Instrumental Analysis for Chemistry Majors. University Chemistry, 2025, 40(10): 39-45. doi: 10.12461/PKU.DXHX202411014
-
[15]
Hongwei Ma , Hui Li . Three Methods for Structure Determination from Powder Diffraction Data. University Chemistry, 2024, 39(3): 94-102. doi: 10.3866/PKU.DXHX202310035
-
[16]
Yuting Zhang , Zhiqian Wang . Methods and Case Studies for In-Depth Learning of the Aldol Reaction Based on Its Reversible Nature. University Chemistry, 2024, 39(7): 377-380. doi: 10.3866/PKU.DXHX202311037
-
[17]
Sifang Zhang , Yanli Tan , Yu Tao , Jiaoyan Zhao , Haihong Zhu . Exploration and Practice of Ideological and Political Cases in the Course of Chemistry History and Methodology. University Chemistry, 2024, 39(10): 377-388. doi: 10.12461/PKU.DXHX202312067
-
[18]
Yuyang Xu , Ruying Yang , Yanzhe Zhang , Yandong Liu , Keyi Li , Zehui Wei . Research Progress of Aflatoxins Removal by Modern Optical Methods. University Chemistry, 2024, 39(11): 174-181. doi: 10.12461/PKU.DXHX202402064
-
[19]
Hongting Yan , Aili Feng , Rongxiu Zhu , Lei Liu , Dongju Zhang . Reexamination of the Iodine-Catalyzed Chlorination Reaction of Chlorobenzene Using Computational Chemistry Methods. University Chemistry, 2025, 40(3): 16-22. doi: 10.12461/PKU.DXHX202403010
-
[20]
Xingyuan Lu , Yutao Yao , Junjing Gu , Peifeng Su . Energy Decomposition Analysis and Its Application in the Many-Body Effect of Water Clusters. University Chemistry, 2025, 40(3): 100-107. doi: 10.12461/PKU.DXHX202405074
-
[1]
Metrics
- PDF Downloads(12)
- Abstract views(1036)
- HTML views(168)
Login In
DownLoad: