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DATA STEP PROGRAMMING

创建日期：2024-05-14 17:02:53

所属分类：计算机computer science

标签： PROGRAMMING

DATA STEP PROGRAMMING

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CHAPTER 2:

DATA STEP PROGRAMMING
Learning Outcomes
•Upon completing this chapter, you should be able to do
the following:
• create new variables that are not originally contained in raw data
• perform calculations across records
• keep only selected variables in output SAS data set
• execute SAS DATA step statements conditionally
• execute SAS DATA step statements repeatedly
• put selected records into multiple data sets within one DATA step
• read hierarchical raw data records
• use SAS functions in DATA step (self-study)
2
Creating New Variables
• Assignment statements in DATA step
• New information can be added to a SAS data set by creating new
variables with assignment statements in a Data step.
• Syntax
DATA datasetname;
[Other DATA step statements]
variablename = expression; /*an assignment statement */
[Other DATA step statements]
RUN;
• Descriptions:
• Valid within DATA step. It is an executable statement in SAS DATA
step.
• The left-hand side of the statement must be a variable name.
• expression on the right-hand side may contain combinations of
numeric or non-numeric constants, variables, SAS functions, and
mathematical operators.
• When the expression contains character constants, each value must be
enclosed in a pair of single (or double) quotation marks.
3
Creating New Variables
•Assignment statements in DATA step
• Descriptions:
• SAS assigns variablename’s type and length based on its first
occurrence in the DATA step.
• SAS assigns variablename the same type and length as the
expression on the right side of the assignment operator.
• When instream data input method is used, all assignment
statements must appear before the DATALINES statement.
• Value of a created variable may be affected by the placement of
the concerned statement.
4
Creating New Variables
•Assignment statements in DATA step
• Some commonly used operators:
Addition + Subtraction – Multiplication *
Division / Exponentiation ** Parentheses ( )
• SAS performs exponentiation first, then multiplication and
division, followed by addition and subtraction.
• One can use parentheses to override the order of the
operation.
• Examples:
Statement: var1 = 10 + 4 * 3 ** 2 ; Outcome: var1 = 46
Statement: var1 = ((10 + 4) * 3) ** 2 ; Outcome: var1 = 1764
5
Creating New Variables
•Assignment statements in DATA step
• Example 2.1:
•If a variable (such as Cucumber)
has already been assigned a value
in PDV, SAS replaces the original
value with the new one.
•The variable Pea in the last record
is missing. Consequently, the
values of Total & Tomato_percent
are therefore also set to missing
for the same observation.
•SAS executes each
assignment statement once
during each round of DATA
step iteration.

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CS 333 CP1406 KIT308 Economics 701 ECON3740 ECE 5759 BFC3340 FINC2012 COMP4500 MATH3871 FIT3080 18-819C Economic ECO202Y5Y PHY100 FINC-780 Econ 100B EC602 IE582 EE450 COMP9517 WRDS 150B ECON 570 LECTURE 2 ECA5101 ECE 4420 ADAD9311 FIT3031 CS 544 MF 703 CS 6140 KIT501 ENGSCI 344 CSC171 IE 332 FINM8007 21S2 COSC 1114 FE545 E471 SIT102 CSC108 MAT301 IAE 101 COP3503 STAT2004 EC 303 CS1026 STAT1203 MATH3171 ISOM5160 IFN657 FIT2014 ACCT2102 DSCI550 STATS 330 ELEC421 COMP3670 QBUS6840 MEES:698B MAST30027 MIET1077 Economics IFT 6758 FIT5122 BUSN5101 CptS 111 HRMT5502 Math2018 PP 312 INFS3200 CZ3005 CSSE1001 SENG 2011 MKTG 553Q BUFN 640 COMP507 ETF5952 DATA 311 ECE4043 BANK3011 finance M3H623544 HW1 INFS 7410 AI6103 STAT3888 INFS3208 ACCT7103 ECOS3013 PSYCH 20B F79MA STAT3006 ENGG952 2X MGSC 7000 ECE4132 MSF 526 MATH 3033 CDS 511 EEEE4120 EEET2465 ECA5103 MATH2070 ELEC3104 BU51019 EEE8147 ENGR20003 COSC 1107 ETF3200 FNCE 435 MSFI 435 ISyE6420 GENG4405 HW ETC5523 IE 7315 MOEC0021 STA 106 ENGG 1300A ENGG 1300 OLET1139 STAT 3503 STAT 206 FEM11149 ELEN 4720 COMP20003 SOLA1070 CS574 C11CS LINB29H3 MAST90083 ECON7200 STAT 610 LINB29 DSM-5 COMP3161 EEEN40010 MATH 4431 K353 STA 3386 IERG4300 COMS W4167 ENG5298 AMME 2302 CS3910 COMPSCI 320 STATS 369 GR5242 COSC 328 CSCI435 MGTS1301 INFS2200 COMP3900 CIS 375 Module AE03 COMP3121 CS260 HAM503 MGMT5050 INT3075 COSC 285 GEOL0029 GEGE2X01 STAT1201 MATH1061 MMF1941H STAT 5060 CS 520 COMP 4320 MSIN0104 000T FINS3648 ECMT2160 ECON4003 Phys 129L CSE 142 CS 3130 MGEB01 EECS 340 Finance (20443/20444) ECMM149 COMP5310 EEEN60180 CSC 111 AT2 CSCI 4430 STAB57 MA/CSC 427 MATH322 D100 CSCI544 CITS3004 CI6227 CSE 565 APCO 1P01 852L1 ELEC S411F COMP3207 STATS330 ECON7530 FIT5149 CSI4104 CMPT 371 COMP201 SEHS4696 FI4003 MATH6182 CG1 WS MATH401 MGT 205 QTM 110 COMP 0137 MACE12201 FIT5210 ECE 544 BISM7206 HUDM 6055 ECON3203 STATS 210 MSCI 570 MATH6173 COMPSCI4039 Accounting COM3503 AOE2024 ECON213 PSYC10004 Control Data 100/200A PHIL2617 PHYS3116 MIE250 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