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B E F O R E I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 1
T h e U N I V A R I A T E P r o c e d u r eV a r i a b l e : A G E ( a g e )
B E F O R E I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 1
T h e U N I V A R I A T E P r o c e d u r eV a r i a b l e : A G E ( a g e )
M o m e n t s
N 1 2 5 5 4 2 9 S u m W e i g h t s 1 2 5 5 4 2 9
M e a n 4 8 . 0 5 2 0 2 3 7 S u m O b s e r v a t i o n s 6 0 3 2 5 9 0 4
S t d D e v i a t i o n 1 5 . 6 3 2 9 3 0 5 V a r i a n c e 2 4 4 . 3 8 8 5 1 5
S k e w n e s s 0 . 4 0 5 2 0 8 0 9 K u r t o s i s - 0 . 0 6 4 8 9 2 9
U n c o r r e c t e d S S 3 2 0 5 5 9 3 9 5 0 C o r r e c t e d S S 3 0 6 8 1 2 1 8 4
C o e f f V a r i a t i o n 3 2 . 5 3 3 3 4 4 6 S t d E r r o r M e a n 0 . 0 1 3 9 5 2 2 5
B a s i c S t a t i s t i c a l M e a s u r e s
L o c a t i o n V a r i a b i l i t y
M e a n 4 8 . 0 5 2 0 2 S t d D e v i a t i o n 1 5 . 6 3 2 9 3
M e d i a n 4 7 . 0 0 0 0 0 V a r i a n c e 2 4 4 . 3 8 8 5 1
M o d e 4 7 . 0 0 0 0 0 R a n g e 8 2 . 0 0 0 0 0
I n t e r q u a r t i l e R a n g e 2 2 . 0 0 0 0 0
T e s t s f o r L o c a t i o n : M u 0 = 0
T e s t S t a t i s t i c p V a l u e
S t u d e n t ' s t t 3 4 4 4 . 0 3 3 P r > | t | < . 0 0 0 1
S i g n M 6 2 7 7 1 4 . 5 P r > = | M | < . 0 0 0 1
S i g n e d R a n k S 3 . 9 4 E 1 1 P r > = | S | < . 0 0 0 1
Q u a n t i l e s ( D e f i n i t i o n 5 )
L e v e l Q u a n t i l e
1 0 0 % M a x 9 9
9 9 % 8 8
9 5 % 7 5
9 0 % 6 9
7 5 % Q 3 5 8
5 0 % M e d i a n 4 7
2 5 % Q 1 3 6
1 0 % 2 8
5 % 2 4
1 % 2 1
0 % M i n 1 7
B E F O R E I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 2
T h e U N I V A R I A T E P r o c e d u r eV a r i a b l e : A G E ( a g e )
E x t r e m e O b s e r v a t i o n s
L o w e s t H i g h e s t
V a l u e O b s V a l u e O b s
1 7 1 . 0 8 E 6 9 9 1 . 2 5 E 6
1 7 1 . 0 3 E 6 9 9 1 . 2 5 E 6
1 7 9 5 5 5 2 6 9 9 1 . 2 5 E 6
1 7 8 8 6 2 1 0 9 9 1 . 2 6 E 6
1 7 8 3 6 5 8 4 9 9 1 . 2 6 E 6
B E F O R E I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 3
T h e U N I V A R I A T E P r o c e d u r e
B E F O R E I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 3
T h e U N I V A R I A T E P r o c e d u r e
1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 1 0 0
a g e
0 . 0
0 . 5
1 . 0
1 . 5
2 . 0
2 . 5
3 . 0
Pe
rce
ntD i s t r i b u t i o n o f A G E
A F T E R I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 4
T h e U N I V A R I A T E P r o c e d u r eV a r i a b l e : A G E ( a g e )
A F T E R I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 4
T h e U N I V A R I A T E P r o c e d u r eV a r i a b l e : A G E ( a g e )
M o m e n t s
N 1 2 5 5 4 2 9 S u m W e i g h t s 1 2 5 5 4 2 9
M e a n 4 7 . 6 7 8 3 3 1 5 S u m O b s e r v a t i o n s 5 9 8 5 6 7 6 0
S t d D e v i a t i o n 1 5 . 0 2 0 0 9 0 8 V a r i a n c e 2 2 5 . 6 0 3 1 2 7
S k e w n e s s 0 . 2 5 1 0 4 7 3 9 K u r t o s i s - 0 . 4 8 5 8 0 2 8
U n c o r r e c t e d S S 3 1 3 7 0 9 8 9 2 6 C o r r e c t e d S S 2 8 3 2 2 8 4 8 2
C o e f f V a r i a t i o n 3 1 . 5 0 2 9 7 0 6 S t d E r r o r M e a n 0 . 0 1 3 4 0 5 3
B a s i c S t a t i s t i c a l M e a s u r e s
L o c a t i o n V a r i a b i l i t y
M e a n 4 7 . 6 7 8 3 3 S t d D e v i a t i o n 1 5 . 0 2 0 0 9
M e d i a n 4 7 . 0 0 0 0 0 V a r i a n c e 2 2 5 . 6 0 3 1 3
M o d e 4 7 . 0 0 0 0 0 R a n g e 7 5 . 0 0 0 0 0
I n t e r q u a r t i l e R a n g e 2 2 . 0 0 0 0 0
T e s t s f o r L o c a t i o n : M u 0 = 0
T e s t S t a t i s t i c p V a l u e
S t u d e n t ' s t t 3 5 5 6 . 6 7 8 P r > | t | < . 0 0 0 1
S i g n M 6 2 7 7 1 4 . 5 P r > = | M | < . 0 0 0 1
S i g n e d R a n k S 3 . 9 4 E 1 1 P r > = | S | < . 0 0 0 1
Q u a n t i l e s ( D e f i n i t i o n 5 )
L e v e l Q u a n t i l e
1 0 0 % M a x 9 2
9 9 % 8 3
9 5 % 7 4
9 0 % 6 8
7 5 % Q 3 5 8
5 0 % M e d i a n 4 7
2 5 % Q 1 3 6
1 0 % 2 8
5 % 2 4
1 % 2 1
0 % M i n 1 7
A F T E R I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 5
T h e U N I V A R I A T E P r o c e d u r eV a r i a b l e : A G E ( a g e )
E x t r e m e O b s e r v a t i o n s
L o w e s t H i g h e s t
V a l u e O b s V a l u e O b s
1 7 1 . 0 8 E 6 9 2 1 . 2 5 E 6
1 7 1 . 0 3 E 6 9 2 1 . 2 5 E 6
1 7 9 5 5 5 2 6 9 2 1 . 2 5 E 6
1 7 8 8 6 2 1 0 9 2 1 . 2 5 E 6
1 7 8 3 6 5 8 4 9 2 1 . 2 5 E 6
A F T E R I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 6
T h e U N I V A R I A T E P r o c e d u r e
A F T E R I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 6
T h e U N I V A R I A T E P r o c e d u r e
1 5 2 0 2 5 3 0 3 5 4 0 4 5 5 0 5 5 6 0 6 5 7 0 7 5 8 0 8 5 9 0 9 5
a g e
0
1
2
3
4
Pe
rce
ntD i s t r i b u t i o n o f A G E
B E F O R E I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 7
T h e U N I V A R I A T E P r o c e d u r eV a r i a b l e : T R A D E S ( t r a d e s )
B E F O R E I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 7
T h e U N I V A R I A T E P r o c e d u r eV a r i a b l e : T R A D E S ( t r a d e s )
M o m e n t s
N 1 2 5 5 4 2 9 S u m W e i g h t s 1 2 5 5 4 2 9
M e a n 1 8 . 7 8 1 7 4 1 5 S u m O b s e r v a t i o n s 2 3 5 7 9 1 4 3
S t d D e v i a t i o n 1 0 . 4 4 1 8 1 6 2 V a r i a n c e 1 0 9 . 0 3 1 5 2 5
S k e w n e s s 1 . 0 3 3 3 9 1 7 6 K u r t o s i s 2 . 3 2 2 7 4 5 3 3
U n c o r r e c t e d S S 5 7 9 7 3 8 5 9 9 C o r r e c t e d S S 1 3 6 8 8 1 2 2 9
C o e f f V a r i a t i o n 5 5 . 5 9 5 5 6 9 5 S t d E r r o r M e a n 0 . 0 0 9 3 1 9 2 3
B a s i c S t a t i s t i c a l M e a s u r e s
L o c a t i o n V a r i a b i l i t y
M e a n 1 8 . 7 8 1 7 4 S t d D e v i a t i o n 1 0 . 4 4 1 8 2
M e d i a n 1 7 . 0 0 0 0 0 V a r i a n c e 1 0 9 . 0 3 1 5 3
M o d e 1 3 . 0 0 0 0 0 R a n g e 9 8 . 0 0 0 0 0
I n t e r q u a r t i l e R a n g e 1 4 . 0 0 0 0 0
T e s t s f o r L o c a t i o n : M u 0 = 0
T e s t S t a t i s t i c p V a l u e
S t u d e n t ' s t t 2 0 1 5 . 3 7 5 P r > | t | < . 0 0 0 1
S i g n M 6 2 7 7 1 4 . 5 P r > = | M | < . 0 0 0 1
S i g n e d R a n k S 3 . 9 4 E 1 1 P r > = | S | < . 0 0 0 1
Q u a n t i l e s ( D e f i n i t i o n 5 )
L e v e l Q u a n t i l e
1 0 0 % M a x 9 9
9 9 % 4 8
9 5 % 3 8
9 0 % 3 3
7 5 % Q 3 2 5
5 0 % M e d i a n 1 7
2 5 % Q 1 1 1
1 0 % 7
5 % 5
1 % 3
0 % M i n 1
B E F O R E I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 8
T h e U N I V A R I A T E P r o c e d u r eV a r i a b l e : T R A D E S ( t r a d e s )
E x t r e m e O b s e r v a t i o n s
L o w e s t H i g h e s t
V a l u e O b s V a l u e O b s
1 1 . 2 6 E 6 9 9 1 . 2 5 E 6
1 1 . 2 6 E 6 9 9 1 . 2 5 E 6
1 1 . 2 5 E 6 9 9 1 . 2 5 E 6
1 1 . 2 5 E 6 9 9 1 . 2 5 E 6
1 1 . 2 5 E 6 9 9 1 . 2 6 E 6
B E F O R E I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 9
T h e U N I V A R I A T E P r o c e d u r e
B E F O R E I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 9
T h e U N I V A R I A T E P r o c e d u r e
0 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 1 0 0
t r a d e s
0
1
2
3
4
5
Pe
rce
ntD i s t r i b u t i o n o f T R A D E S
A F T E R I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 1 0
T h e U N I V A R I A T E P r o c e d u r eV a r i a b l e : T R A D E S ( t r a d e s )
A F T E R I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 1 0
T h e U N I V A R I A T E P r o c e d u r eV a r i a b l e : T R A D E S ( t r a d e s )
M o m e n t s
N 1 2 5 5 4 2 9 S u m W e i g h t s 1 2 5 5 4 2 9
M e a n 1 8 . 7 4 2 2 2 5 2 S u m O b s e r v a t i o n s 2 3 5 2 9 5 3 3
S t d D e v i a t i o n 1 0 . 2 9 2 2 5 1 2 V a r i a n c e 1 0 5 . 9 3 0 4 3 4
S k e w n e s s 0 . 8 6 2 4 4 9 6 2 K u r t o s i s 0 . 8 7 3 7 5 9 9 2
U n c o r r e c t e d S S 5 7 3 9 8 3 8 3 9 C o r r e c t e d S S 1 3 2 9 8 8 0 3 3
C o e f f V a r i a t i o n 5 4 . 9 1 4 7 7 7 1 S t d E r r o r M e a n 0 . 0 0 9 1 8 5 7 4
B a s i c S t a t i s t i c a l M e a s u r e s
L o c a t i o n V a r i a b i l i t y
M e a n 1 8 . 7 4 2 2 3 S t d D e v i a t i o n 1 0 . 2 9 2 2 5
M e d i a n 1 7 . 0 0 0 0 0 V a r i a n c e 1 0 5 . 9 3 0 4 3
M o d e 1 3 . 0 0 0 0 0 R a n g e 9 1 . 0 0 0 0 0
I n t e r q u a r t i l e R a n g e 1 4 . 0 0 0 0 0
T e s t s f o r L o c a t i o n : M u 0 = 0
T e s t S t a t i s t i c p V a l u e
S t u d e n t ' s t t 2 0 4 0 . 3 6 P r > | t | < . 0 0 0 1
S i g n M 6 2 7 7 1 4 . 5 P r > = | M | < . 0 0 0 1
S i g n e d R a n k S 3 . 9 4 E 1 1 P r > = | S | < . 0 0 0 1
Q u a n t i l e s ( D e f i n i t i o n 5 )
L e v e l Q u a n t i l e
1 0 0 % M a x 9 2
9 9 % 4 8
9 5 % 3 8
9 0 % 3 3
7 5 % Q 3 2 5
5 0 % M e d i a n 1 7
2 5 % Q 1 1 1
1 0 % 7
5 % 5
1 % 3
0 % M i n 1
A F T E R I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 1 1
T h e U N I V A R I A T E P r o c e d u r eV a r i a b l e : T R A D E S ( t r a d e s )
E x t r e m e O b s e r v a t i o n s
L o w e s t H i g h e s t
V a l u e O b s V a l u e O b s
1 1 . 2 6 E 6 9 2 1 . 1 6 E 6
1 1 . 2 6 E 6 9 2 1 . 1 8 E 6
1 1 . 2 5 E 6 9 2 1 . 2 4 E 6
1 1 . 2 5 E 6 9 2 1 . 2 4 E 6
1 1 . 2 5 E 6 9 2 1 . 2 5 E 6
A F T E R I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 1 2
T h e U N I V A R I A T E P r o c e d u r e
A F T E R I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 1 2
T h e U N I V A R I A T E P r o c e d u r e
0 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 1 0 0
t r a d e s
0
1
2
3
4
5
Pe
rce
ntD i s t r i b u t i o n o f T R A D E S
B E F O R E I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 1 3
T h e U N I V A R I A T E P r o c e d u r eV a r i a b l e : R B A L ( r b a l )
B E F O R E I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 1 3
T h e U N I V A R I A T E P r o c e d u r eV a r i a b l e : R B A L ( r b a l )
M o m e n t s
N 1 2 5 5 4 2 9 S u m W e i g h t s 1 2 5 5 4 2 9
M e a n 1 2 2 1 8 9 . 8 4 4 S u m O b s e r v a t i o n s 1 . 5 3 4 0 1 E 1 1
S t d D e v i a t i o n 1 0 6 4 5 4 9 . 1 4 V a r i a n c e 1 . 1 3 3 2 6 E 1 2
S k e w n e s s 9 . 1 7 0 3 9 7 2 5 K u r t o s i s 8 2 . 1 0 2 9 6 1 5
U n c o r r e c t e d S S 1 . 4 4 1 4 8 E 1 8 C o r r e c t e d S S 1 . 4 2 2 7 3 E 1 8
C o e f f V a r i a t i o n 8 7 1 . 2 2 5 5 4 8 S t d E r r o r M e a n 9 5 0 . 1 0 0 6 9 2
B a s i c S t a t i s t i c a l M e a s u r e s
L o c a t i o n V a r i a b i l i t y
M e a n 1 2 2 1 8 9 . 8 S t d D e v i a t i o n 1 0 6 4 5 4 9
M e d i a n 4 5 9 2 . 0 V a r i a n c e 1 . 1 3 3 2 6 E 1 2
M o d e 0 . 0 R a n g e 9 9 9 9 9 9 9
I n t e r q u a r t i l e R a n g e 8 5 9 3
T e s t s f o r L o c a t i o n : M u 0 = 0
T e s t S t a t i s t i c p V a l u e
S t u d e n t ' s t t 1 2 8 . 6 0 7 3 P r > | t | < . 0 0 0 1
S i g n M 5 9 4 9 3 5 P r > = | M | < . 0 0 0 1
S i g n e d R a n k S 3 . 5 3 9 E 1 1 P r > = | S | < . 0 0 0 1
Q u a n t i l e s ( D e f i n i t i o n 5 )
L e v e l Q u a n t i l e
1 0 0 % M a x 9 9 9 9 9 9 9
9 9 % 9 9 9 9 9 9 6
9 5 % 2 7 3 3 9
9 0 % 1 9 0 1 0
7 5 % Q 3 1 0 2 0 5
5 0 % M e d i a n 4 5 9 2
2 5 % Q 1 1 6 1 2
1 0 % 3 2 2
5 % 0
1 % 0
0 % M i n 0
B E F O R E I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 1 4
T h e U N I V A R I A T E P r o c e d u r eV a r i a b l e : R B A L ( r b a l )
E x t r e m e O b s e r v a t i o n s
L o w e s t H i g h e s t
V a l u e O b s V a l u e O b s
0 1 . 2 6 E 6 9 9 9 9 9 9 9 1 . 2 5 E 6
0 1 . 2 6 E 6 9 9 9 9 9 9 9 1 . 2 5 E 6
0 1 . 2 6 E 6 9 9 9 9 9 9 9 1 . 2 5 E 6
0 1 . 2 6 E 6 9 9 9 9 9 9 9 1 . 2 5 E 6
0 1 . 2 6 E 6 9 9 9 9 9 9 9 1 . 2 6 E 6
B E F O R E I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 1 5
T h e U N I V A R I A T E P r o c e d u r e
B E F O R E I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 1 5
T h e U N I V A R I A T E P r o c e d u r e
0 2 0 0 0 0 0 0 4 0 0 0 0 0 0 6 0 0 0 0 0 0 8 0 0 0 0 0 0 1 0 0 0 0 0 0 0
r b a l
0
2 0
4 0
6 0
8 0
1 0 0
Pe
rce
ntD i s t r i b u t i o n o f R B A L
A F T E R I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 1 6
T h e U N I V A R I A T E P r o c e d u r eV a r i a b l e : R B A L ( r b a l )
A F T E R I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 1 6
T h e U N I V A R I A T E P r o c e d u r eV a r i a b l e : R B A L ( r b a l )
M o m e n t s
N 1 2 5 5 4 2 9 S u m W e i g h t s 1 2 5 5 4 2 9
M e a n 7 4 3 6 . 2 1 8 8 2 S u m O b s e r v a t i o n s 9 3 3 5 6 4 4 7 6 3
S t d D e v i a t i o n 9 2 8 0 . 7 0 5 9 4 V a r i a n c e 8 6 1 3 1 5 0 2 . 7
S k e w n e s s 3 . 5 0 2 8 3 2 2 8 K u r t o s i s 2 5 . 7 7 3 0 1 4
U n c o r r e c t e d S S 1 . 7 7 5 5 4 E 1 4 C o r r e c t e d S S 1 . 0 8 1 3 2 E 1 4
C o e f f V a r i a t i o n 1 2 4 . 8 0 4 0 9 9 S t d E r r o r M e a n 8 . 2 8 2 9 4 7 9 8
B a s i c S t a t i s t i c a l M e a s u r e s
L o c a t i o n V a r i a b i l i t y
M e a n 7 4 3 6 . 2 1 9 S t d D e v i a t i o n 9 2 8 1
M e d i a n 4 5 0 5 . 0 0 0 V a r i a n c e 8 6 1 3 1 5 0 3
M o d e 0 . 0 0 0 R a n g e 2 7 9 7 4 7
I n t e r q u a r t i l e R a n g e 8 2 0 4
T e s t s f o r L o c a t i o n : M u 0 = 0
T e s t S t a t i s t i c p V a l u e
S t u d e n t ' s t t 8 9 7 . 7 7 4 4 P r > | t | < . 0 0 0 1
S i g n M 5 9 4 9 3 5 P r > = | M | < . 0 0 0 1
S i g n e d R a n k S 3 . 5 3 9 E 1 1 P r > = | S | < . 0 0 0 1
Q u a n t i l e s ( D e f i n i t i o n 5 )
L e v e l Q u a n t i l e
1 0 0 % M a x 2 7 9 7 4 7
9 9 % 4 3 2 8 9
9 5 % 2 4 6 2 1
9 0 % 1 7 8 6 3
7 5 % Q 3 9 8 1 6
5 0 % M e d i a n 4 5 0 5
2 5 % Q 1 1 6 1 2
1 0 % 3 2 2
5 % 0
1 % 0
0 % M i n 0
A F T E R I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 1 7
T h e U N I V A R I A T E P r o c e d u r eV a r i a b l e : R B A L ( r b a l )
E x t r e m e O b s e r v a t i o n s
L o w e s t H i g h e s t
V a l u e O b s V a l u e O b s
0 1 . 2 6 E 6 2 4 2 2 7 8 3 1 6 2
0 1 . 2 6 E 6 2 6 6 3 8 4 9 3 5 9 8
0 1 . 2 6 E 6 2 6 8 1 0 3 3 7 4 4 7
0 1 . 2 6 E 6 2 7 9 1 4 0 1 3 5 5 4
0 1 . 2 6 E 6 2 7 9 7 4 7 1 . 1 1 E 6
A F T E R I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 1 8
T h e U N I V A R I A T E P r o c e d u r e
A F T E R I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 1 8
T h e U N I V A R I A T E P r o c e d u r e
0 5 0 0 0 0 1 0 0 0 0 0 1 5 0 0 0 0 2 0 0 0 0 0 2 5 0 0 0 0 3 0 0 0 0 0
r b a l
0
5
1 0
1 5
2 0
2 5
3 0
Pe
rce
ntD i s t r i b u t i o n o f R B A L
B E F O R E I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 1 9
T h e U N I V A R I A T E P r o c e d u r eV a r i a b l e : B R N E W ( b r n e w )
B E F O R E I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 1 9
T h e U N I V A R I A T E P r o c e d u r eV a r i a b l e : B R N E W ( b r n e w )
M o m e n t s
N 1 2 5 5 4 2 9 S u m W e i g h t s 1 2 5 5 4 2 9
M e a n 3 8 . 0 5 3 5 6 1 S u m O b s e r v a t i o n s 4 7 7 7 3 5 4 4
S t d D e v i a t i o n 4 6 8 . 9 0 5 3 3 1 V a r i a n c e 2 1 9 8 7 2 . 2 1
S k e w n e s s 2 1 . 1 6 3 9 6 3 3 K u r t o s i s 4 4 6 . 5 1 9 9 1 6
U n c o r r e c t e d S S 2 . 7 7 8 5 2 E 1 1 C o r r e c t e d S S 2 . 7 6 0 3 4 E 1 1
C o e f f V a r i a t i o n 1 2 3 2 . 2 2 4 5 8 S t d E r r o r M e a n 0 . 4 1 8 4 9 3 8 6
B a s i c S t a t i s t i c a l M e a s u r e s
L o c a t i o n V a r i a b i l i t y
M e a n 3 8 . 0 5 3 5 6 S t d D e v i a t i o n 4 6 8 . 9 0 5 3 3
M e d i a n 1 1 . 0 0 0 0 0 V a r i a n c e 2 1 9 8 7 2
M o d e 2 . 0 0 0 0 0 R a n g e 9 9 9 9
I n t e r q u a r t i l e R a n g e 1 6 . 0 0 0 0 0
T e s t s f o r L o c a t i o n : M u 0 = 0
T e s t S t a t i s t i c p V a l u e
S t u d e n t ' s t t 9 0 . 9 2 9 7 9 P r > | t | < . 0 0 0 1
S i g n M 6 2 2 2 9 4 . 5 P r > = | M | < . 0 0 0 1
S i g n e d R a n k S 3 . 8 7 3 E 1 1 P r > = | S | < . 0 0 0 1
Q u a n t i l e s ( D e f i n i t i o n 5 )
L e v e l Q u a n t i l e
1 0 0 % M a x 9 9 9 9
9 9 % 8 6
9 5 % 5 5
9 0 % 3 4
7 5 % Q 3 2 1
5 0 % M e d i a n 1 1
2 5 % Q 1 5
1 0 % 2
5 % 1
1 % 1
0 % M i n 0
B E F O R E I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 2 0
T h e U N I V A R I A T E P r o c e d u r eV a r i a b l e : B R N E W ( b r n e w )
E x t r e m e O b s e r v a t i o n s
L o w e s t H i g h e s t
V a l u e O b s V a l u e O b s
0 1 . 2 6 E 6 9 9 9 9 1 . 2 5 E 6
0 1 . 2 6 E 6 9 9 9 9 1 . 2 5 E 6
0 1 . 2 6 E 6 9 9 9 9 1 . 2 5 E 6
0 1 . 2 6 E 6 9 9 9 9 1 . 2 5 E 6
0 1 . 2 6 E 6 9 9 9 9 1 . 2 6 E 6
B E F O R E I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 2 1
T h e U N I V A R I A T E P r o c e d u r e
B E F O R E I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 2 1
T h e U N I V A R I A T E P r o c e d u r e
0 1 0 0 0 2 0 0 0 3 0 0 0 4 0 0 0 5 0 0 0 6 0 0 0 7 0 0 0 8 0 0 0 9 0 0 0 1 0 0 0 0
b r n e w
0
2 0
4 0
6 0
8 0
1 0 0
Pe
rce
ntD i s t r i b u t i o n o f B R N E W
A F T E R I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 2 2
T h e U N I V A R I A T E P r o c e d u r eV a r i a b l e : B R N E W ( b r n e w )
A F T E R I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 2 2
T h e U N I V A R I A T E P r o c e d u r eV a r i a b l e : B R N E W ( b r n e w )
M o m e n t s
N 1 2 5 5 4 2 9 S u m W e i g h t s 1 2 5 5 4 2 9
M e a n 1 5 . 9 9 5 4 5 6 5 S u m O b s e r v a t i o n s 2 0 0 8 1 1 6 0
S t d D e v i a t i o n 1 7 . 2 3 8 0 2 6 2 V a r i a n c e 2 9 7 . 1 4 9 5 4 6
S k e w n e s s 2 . 6 5 4 5 8 2 1 7 K u r t o s i s 1 2 . 9 8 3 0 6 8 1
U n c o r r e c t e d S S 6 9 4 2 5 7 1 8 2 C o r r e c t e d S S 3 7 3 0 4 9 8 6 0
C o e f f V a r i a t i o n 1 0 7 . 7 6 8 2 6 6 S t d E r r o r M e a n 0 . 0 1 5 3 8 4 7 9
B a s i c S t a t i s t i c a l M e a s u r e s
L o c a t i o n V a r i a b i l i t y
M e a n 1 5 . 9 9 5 4 6 S t d D e v i a t i o n 1 7 . 2 3 8 0 3
M e d i a n 1 1 . 0 0 0 0 0 V a r i a n c e 2 9 7 . 1 4 9 5 5
M o d e 2 . 0 0 0 0 0 R a n g e 4 8 5 . 0 0 0 0 0
I n t e r q u a r t i l e R a n g e 1 6 . 0 0 0 0 0
T e s t s f o r L o c a t i o n : M u 0 = 0
T e s t S t a t i s t i c p V a l u e
S t u d e n t ' s t t 1 0 3 9 . 6 9 3 P r > | t | < . 0 0 0 1
S i g n M 6 2 2 2 9 4 . 5 P r > = | M | < . 0 0 0 1
S i g n e d R a n k S 3 . 8 7 3 E 1 1 P r > = | S | < . 0 0 0 1
Q u a n t i l e s ( D e f i n i t i o n 5 )
L e v e l Q u a n t i l e
1 0 0 % M a x 4 8 5
9 9 % 8 3
9 5 % 5 4
9 0 % 3 3
7 5 % Q 3 2 1
5 0 % M e d i a n 1 1
2 5 % Q 1 5
1 0 % 2
5 % 1
1 % 1
0 % M i n 0
A F T E R I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 2 3
T h e U N I V A R I A T E P r o c e d u r eV a r i a b l e : B R N E W ( b r n e w )
E x t r e m e O b s e r v a t i o n s
L o w e s t H i g h e s t
V a l u e O b s V a l u e O b s
0 1 . 2 6 E 6 4 2 4 7 7 3 7 8 8
0 1 . 2 6 E 6 4 2 7 4 4 6 7 0 4
0 1 . 2 6 E 6 4 3 8 4 9 1 2 5 3
0 1 . 2 6 E 6 4 4 4 8 1 3 5 1
0 1 . 2 6 E 6 4 8 5 5 4 3 1 1 9
A F T E R I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 2 4
T h e U N I V A R I A T E P r o c e d u r e
A F T E R I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 2 4
T h e U N I V A R I A T E P r o c e d u r e
0 5 0 1 0 0 1 5 0 2 0 0 2 5 0 3 0 0 3 5 0 4 0 0 4 5 0 5 0 0
b r n e w
0
5
1 0
1 5
2 0
Pe
rce
ntD i s t r i b u t i o n o f B R N E W
B E F O R E I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 2 5
T h e U N I V A R I A T E P r o c e d u r eV a r i a b l e : B R A G E ( b r a g e )
B E F O R E I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 2 5
T h e U N I V A R I A T E P r o c e d u r eV a r i a b l e : B R A G E ( b r a g e )
M o m e n t s
N 1 2 5 5 4 2 9 S u m W e i g h t s 1 2 5 5 4 2 9
M e a n 1 2 7 . 0 6 7 9 3 1 S u m O b s e r v a t i o n s 1 5 9 5 2 4 7 6 5
S t d D e v i a t i o n 4 7 0 . 7 9 9 4 5 5 V a r i a n c e 2 2 1 6 5 2 . 1 2 7
S k e w n e s s 2 0 . 3 5 6 9 2 4 5 K u r t o s i s 4 2 3 . 7 3 0 1 7 7
U n c o r r e c t e d S S 2 . 9 8 5 3 9 E 1 1 C o r r e c t e d S S 2 . 7 8 2 6 8 E 1 1
C o e f f V a r i a t i o n 3 7 0 . 5 1 0 0 5 2 S t d E r r o r M e a n 0 . 4 2 0 1 8 4 3 5
B a s i c S t a t i s t i c a l M e a s u r e s
L o c a t i o n V a r i a b i l i t y
M e a n 1 2 7 . 0 6 7 9 S t d D e v i a t i o n 4 7 0 . 7 9 9 4 6
M e d i a n 9 1 . 0 0 0 0 V a r i a n c e 2 2 1 6 5 2
M o d e 9 1 . 0 0 0 0 R a n g e 9 9 9 9
I n t e r q u a r t i l e R a n g e 9 2 . 0 0 0 0 0
T e s t s f o r L o c a t i o n : M u 0 = 0
T e s t S t a t i s t i c p V a l u e
S t u d e n t ' s t t 3 0 2 . 4 1 P r > | t | < . 0 0 0 1
S i g n M 6 2 7 6 5 2 P r > = | M | < . 0 0 0 1
S i g n e d R a n k S 3 . 9 3 9 E 1 1 P r > = | S | < . 0 0 0 1
Q u a n t i l e s ( D e f i n i t i o n 5 )
L e v e l Q u a n t i l e
1 0 0 % M a x 9 9 9 9
9 9 % 3 9 4
9 5 % 2 5 9
9 0 % 2 0 9
7 5 % Q 3 1 4 0
5 0 % M e d i a n 9 1
2 5 % Q 1 4 8
1 0 % 2 3
5 % 1 6
1 % 6
0 % M i n 0
B E F O R E I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 2 6
T h e U N I V A R I A T E P r o c e d u r eV a r i a b l e : B R A G E ( b r a g e )
E x t r e m e O b s e r v a t i o n s
L o w e s t H i g h e s t
V a l u e O b s V a l u e O b s
0 1 . 2 6 E 6 9 9 9 9 1 . 2 5 E 6
0 1 . 2 5 E 6 9 9 9 9 1 . 2 5 E 6
0 1 . 2 5 E 6 9 9 9 9 1 . 2 5 E 6
0 1 . 2 5 E 6 9 9 9 9 1 . 2 5 E 6
0 1 . 2 5 E 6 9 9 9 9 1 . 2 6 E 6
B E F O R E I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 2 7
T h e U N I V A R I A T E P r o c e d u r e
B E F O R E I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 2 7
T h e U N I V A R I A T E P r o c e d u r e
0 1 0 0 0 2 0 0 0 3 0 0 0 4 0 0 0 5 0 0 0 6 0 0 0 7 0 0 0 8 0 0 0 9 0 0 0 1 0 0 0 0
b r a g e
0
1 0
2 0
3 0
4 0
Pe
rce
ntD i s t r i b u t i o n o f B R A G E
A F T E R I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 2 8
T h e U N I V A R I A T E P r o c e d u r eV a r i a b l e : B R A G E ( b r a g e )
A F T E R I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 2 8
T h e U N I V A R I A T E P r o c e d u r eV a r i a b l e : B R A G E ( b r a g e )
M o m e n t s
N 1 2 5 5 4 2 9 S u m W e i g h t s 1 2 5 5 4 2 9
M e a n 1 0 5 . 1 8 6 5 3 1 S u m O b s e r v a t i o n s 1 3 2 0 5 4 2 2 1
S t d D e v i a t i o n 7 7 . 3 6 2 3 1 5 5 V a r i a n c e 5 9 8 4 . 9 2 7 8 7
S k e w n e s s 1 . 5 1 9 1 4 5 9 9 K u r t o s i s 3 . 3 7 6 3 0 7 6
U n c o r r e c t e d S S 2 . 1 4 0 4 E 1 0 C o r r e c t e d S S 7 5 1 3 6 4 6 0 2 1
C o e f f V a r i a t i o n 7 3 . 5 4 7 7 3 9 5 S t d E r r o r M e a n 0 . 0 6 9 0 4 5 1 8
B a s i c S t a t i s t i c a l M e a s u r e s
L o c a t i o n V a r i a b i l i t y
M e a n 1 0 5 . 1 8 6 5 S t d D e v i a t i o n 7 7 . 3 6 2 3 2
M e d i a n 9 1 . 0 0 0 0 V a r i a n c e 5 9 8 5
M o d e 9 1 . 0 0 0 0 R a n g e 7 4 6 . 0 0 0 0 0
I n t e r q u a r t i l e R a n g e 9 1 . 0 0 0 0 0
T e s t s f o r L o c a t i o n : M u 0 = 0
T e s t S t a t i s t i c p V a l u e
S t u d e n t ' s t t 1 5 2 3 . 4 4 5 P r > | t | < . 0 0 0 1
S i g n M 6 2 7 6 5 2 P r > = | M | < . 0 0 0 1
S i g n e d R a n k S 3 . 9 3 9 E 1 1 P r > = | S | < . 0 0 0 1
Q u a n t i l e s ( D e f i n i t i o n 5 )
L e v e l Q u a n t i l e
1 0 0 % M a x 7 4 6
9 9 % 3 7 6
9 5 % 2 5 6
9 0 % 2 0 7
7 5 % Q 3 1 3 9
5 0 % M e d i a n 9 1
2 5 % Q 1 4 8
1 0 % 2 3
5 % 1 6
1 % 6
0 % M i n 0
A F T E R I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 2 9
T h e U N I V A R I A T E P r o c e d u r eV a r i a b l e : B R A G E ( b r a g e )
E x t r e m e O b s e r v a t i o n s
L o w e s t H i g h e s t
V a l u e O b s V a l u e O b s
0 1 . 2 6 E 6 7 0 6 1 . 0 6 E 6
0 1 . 2 5 E 6 7 1 3 4 5 9 7 0 0
0 1 . 2 5 E 6 7 1 6 2 5 6 6 5 4
0 1 . 2 5 E 6 7 4 6 3 0 2 2 2 5
0 1 . 2 5 E 6 7 4 6 1 . 1 8 E 6
A F T E R I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 3 0
T h e U N I V A R I A T E P r o c e d u r e
A F T E R I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 3 0
T h e U N I V A R I A T E P r o c e d u r e
0 5 0 1 0 0 1 5 0 2 0 0 2 5 0 3 0 0 3 5 0 4 0 0 4 5 0 5 0 0 5 5 0 6 0 0 6 5 0 7 0 0 7 5 0
b r a g e
0
1
2
3
4
5
Pe
rce
ntD i s t r i b u t i o n o f B R A G E
B E F O R E I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 3 1
T h e U N I V A R I A T E P r o c e d u r eV a r i a b l e : D C B A L ( d c b a l )
B E F O R E I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 3 1
T h e U N I V A R I A T E P r o c e d u r eV a r i a b l e : D C B A L ( d c b a l )
M o m e n t s
N 1 2 5 5 4 2 9 S u m W e i g h t s 1 2 5 5 4 2 9
M e a n 4 6 7 4 1 5 1 . 8 9 S u m O b s e r v a t i o n s 5 . 8 6 8 0 7 E 1 2
S t d D e v i a t i o n 4 9 8 9 0 5 4 . 4 8 V a r i a n c e 2 . 4 8 9 0 7 E 1 3
S k e w n e s s 0 . 1 3 0 7 4 3 8 9 K u r t o s i s - 1 . 9 8 2 9 0 9 1
U n c o r r e c t e d S S 5 . 8 6 7 6 7 E 1 9 C o r r e c t e d S S 3 . 1 2 4 8 4 E 1 9
C o e f f V a r i a t i o n 1 0 6 . 7 3 7 1 0 6 S t d E r r o r M e a n 4 4 5 2 . 6 8 7
B a s i c S t a t i s t i c a l M e a s u r e s
L o c a t i o n V a r i a b i l i t y
M e a n 4 6 7 4 1 5 2 S t d D e v i a t i o n 4 9 8 9 0 5 4
M e d i a n 2 5 0 3 V a r i a n c e 2 . 4 8 9 0 7 E 1 3
M o d e 9 9 9 9 9 9 7 R a n g e 9 9 9 9 9 9 9
I n t e r q u a r t i l e R a n g e 9 9 9 9 9 5 4
T e s t s f o r L o c a t i o n : M u 0 = 0
T e s t S t a t i s t i c p V a l u e
S t u d e n t ' s t t 1 0 4 9 . 7 3 7 P r > | t | < . 0 0 0 1
S i g n M 4 8 0 1 7 7 P r > = | M | < . 0 0 0 1
S i g n e d R a n k S 2 . 3 0 6 E 1 1 P r > = | S | < . 0 0 0 1
Q u a n t i l e s ( D e f i n i t i o n 5 )
L e v e l Q u a n t i l e
1 0 0 % M a x 9 9 9 9 9 9 9
9 9 % 9 9 9 9 9 9 8
9 5 % 9 9 9 9 9 9 8
9 0 % 9 9 9 9 9 9 7
7 5 % Q 3 9 9 9 9 9 9 7
5 0 % M e d i a n 2 5 0 3
2 5 % Q 1 4 3
1 0 % 0
5 % 0
1 % 0
0 % M i n 0
B E F O R E I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 3 2
T h e U N I V A R I A T E P r o c e d u r eV a r i a b l e : D C B A L ( d c b a l )
E x t r e m e O b s e r v a t i o n s
L o w e s t H i g h e s t
V a l u e O b s V a l u e O b s
0 1 . 2 6 E 6 9 9 9 9 9 9 9 1 . 2 5 E 6
0 1 . 2 6 E 6 9 9 9 9 9 9 9 1 . 2 5 E 6
0 1 . 2 6 E 6 9 9 9 9 9 9 9 1 . 2 5 E 6
0 1 . 2 6 E 6 9 9 9 9 9 9 9 1 . 2 5 E 6
0 1 . 2 6 E 6 9 9 9 9 9 9 9 1 . 2 6 E 6
B E F O R E I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 3 3
T h e U N I V A R I A T E P r o c e d u r e
B E F O R E I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 3 3
T h e U N I V A R I A T E P r o c e d u r e
0 2 0 0 0 0 0 0 4 0 0 0 0 0 0 6 0 0 0 0 0 0 8 0 0 0 0 0 0 1 0 0 0 0 0 0 0
d c b a l
0
1 0
2 0
3 0
4 0
5 0
6 0
Pe
rce
ntD i s t r i b u t i o n o f D C B A L
A F T E R I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 3 4
T h e U N I V A R I A T E P r o c e d u r eV a r i a b l e : D C B A L ( d c b a l )
A F T E R I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 3 4
T h e U N I V A R I A T E P r o c e d u r eV a r i a b l e : D C B A L ( d c b a l )
M o m e n t s
N 1 2 5 5 4 2 9 S u m W e i g h t s 1 2 5 5 4 2 9
M e a n 3 5 4 . 4 7 6 7 0 7 S u m O b s e r v a t i o n s 4 4 5 0 2 0 3 3 8
S t d D e v i a t i o n 9 7 6 . 4 8 6 8 0 4 V a r i a n c e 9 5 3 5 2 6 . 4 7 9
S k e w n e s s 7 . 2 9 3 2 3 7 0 4 K u r t o s i s 1 0 1 . 9 1 2 4 5 8
U n c o r r e c t e d S S 1 . 3 5 4 8 3 E 1 2 C o r r e c t e d S S 1 . 1 9 7 0 8 E 1 2
C o e f f V a r i a t i o n 2 7 5 . 4 7 2 7 7 S t d E r r o r M e a n 0 . 8 7 1 5 0 5 8 4
B a s i c S t a t i s t i c a l M e a s u r e s
L o c a t i o n V a r i a b i l i t y
M e a n 3 5 4 . 4 7 6 7 S t d D e v i a t i o n 9 7 6 . 4 8 6 8 0
M e d i a n 8 1 . 0 0 0 0 V a r i a n c e 9 5 3 5 2 6
M o d e 8 1 . 0 0 0 0 R a n g e 5 4 0 0 1
I n t e r q u a r t i l e R a n g e 7 9 . 0 0 0 0 0
T e s t s f o r L o c a t i o n : M u 0 = 0
T e s t S t a t i s t i c p V a l u e
S t u d e n t ' s t t 4 0 6 . 7 4 0 5 P r > | t | < . 0 0 0 1
S i g n M 4 8 0 1 7 7 P r > = | M | < . 0 0 0 1
S i g n e d R a n k S 2 . 3 0 6 E 1 1 P r > = | S | < . 0 0 0 1
Q u a n t i l e s ( D e f i n i t i o n 5 )
L e v e l Q u a n t i l e
1 0 0 % M a x 5 4 0 0 1
9 9 % 4 7 7 2
9 5 % 1 8 2 4
9 0 % 9 1 8
7 5 % Q 3 1 2 2
5 0 % M e d i a n 8 1
2 5 % Q 1 4 3
1 0 % 0
5 % 0
1 % 0
0 % M i n 0
A F T E R I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 3 5
T h e U N I V A R I A T E P r o c e d u r eV a r i a b l e : D C B A L ( d c b a l )
E x t r e m e O b s e r v a t i o n s
L o w e s t H i g h e s t
V a l u e O b s V a l u e O b s
0 1 . 2 6 E 6 3 8 8 3 9 6 2 1 6 0 2
0 1 . 2 6 E 6 3 8 8 5 5 1 2 1 4 4 1
0 1 . 2 6 E 6 4 3 5 1 6 1 . 1 6 E 6
0 1 . 2 6 E 6 5 2 0 2 6 3 0 9 7 1 3
0 1 . 2 6 E 6 5 4 0 0 1 1 . 1 4 E 6
A F T E R I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 3 6
T h e U N I V A R I A T E P r o c e d u r e
A F T E R I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 3 6
T h e U N I V A R I A T E P r o c e d u r e
0 5 0 0 0 1 0 0 0 0 1 5 0 0 0 2 0 0 0 0 2 5 0 0 0 3 0 0 0 0 3 5 0 0 0 4 0 0 0 0 4 5 0 0 0 5 0 0 0 0 5 5 0 0 0
d c b a l
0
2 0
4 0
6 0
8 0
Pe
rce
ntD i s t r i b u t i o n o f D C B A L
B E F O R E I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 3 7
T h e U N I V A R I A T E P r o c e d u r eV a r i a b l e : B N K I N Q S ( b n k i n q s )
B E F O R E I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 3 7
T h e U N I V A R I A T E P r o c e d u r eV a r i a b l e : B N K I N Q S ( b n k i n q s )
M o m e n t s
N 1 2 5 5 4 2 9 S u m W e i g h t s 1 2 5 5 4 2 9
M e a n 9 . 0 3 6 0 6 8 1 5 S u m O b s e r v a t i o n s 1 1 3 4 4 1 4 2
S t d D e v i a t i o n 1 4 . 4 8 5 7 1 7 7 V a r i a n c e 2 0 9 . 8 3 6 0 1 8
S k e w n e s s 5 . 2 1 0 6 0 7 6 3 K u r t o s i s 2 8 . 7 2 3 9 0 1 6
U n c o r r e c t e d S S 3 6 5 9 4 0 4 5 2 C o r r e c t e d S S 2 6 3 4 3 4 0 1 2
C o e f f V a r i a t i o n 1 6 0 . 3 0 9 9 6 5 S t d E r r o r M e a n 0 . 0 1 2 9 2 8 3 7
B a s i c S t a t i s t i c a l M e a s u r e s
L o c a t i o n V a r i a b i l i t y
M e a n 9 . 0 3 6 0 6 8 S t d D e v i a t i o n 1 4 . 4 8 5 7 2
M e d i a n 6 . 0 0 0 0 0 0 V a r i a n c e 2 0 9 . 8 3 6 0 2
M o d e 2 . 0 0 0 0 0 0 R a n g e 9 9 . 0 0 0 0 0
I n t e r q u a r t i l e R a n g e 7 . 0 0 0 0 0
T e s t s f o r L o c a t i o n : M u 0 = 0
T e s t S t a t i s t i c p V a l u e
S t u d e n t ' s t t 6 9 8 . 9 3 3 P r > | t | < . 0 0 0 1
S i g n M 6 1 4 6 3 5 . 5 P r > = | M | < . 0 0 0 1
S i g n e d R a n k S 3 . 7 7 8 E 1 1 P r > = | S | < . 0 0 0 1
Q u a n t i l e s ( D e f i n i t i o n 5 )
L e v e l Q u a n t i l e
1 0 0 % M a x 9 9
9 9 % 9 7
9 5 % 1 9
9 0 % 1 5
7 5 % Q 3 1 0
5 0 % M e d i a n 6
2 5 % Q 1 3
1 0 % 2
5 % 1
1 % 0
0 % M i n 0
B E F O R E I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 3 8
T h e U N I V A R I A T E P r o c e d u r eV a r i a b l e : B N K I N Q S ( b n k i n q s )
E x t r e m e O b s e r v a t i o n s
L o w e s t H i g h e s t
V a l u e O b s V a l u e O b s
0 1 . 2 6 E 6 9 9 1 . 2 5 E 6
0 1 . 2 6 E 6 9 9 1 . 2 5 E 6
0 1 . 2 6 E 6 9 9 1 . 2 5 E 6
0 1 . 2 5 E 6 9 9 1 . 2 5 E 6
0 1 . 2 5 E 6 9 9 1 . 2 5 E 6
B E F O R E I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 3 9
T h e U N I V A R I A T E P r o c e d u r e
B E F O R E I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 3 9
T h e U N I V A R I A T E P r o c e d u r e
0 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 1 0 0
b n k i n q s
0
2
4
6
8
1 0
Pe
rce
ntD i s t r i b u t i o n o f B N K I N Q S
A F T E R I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 4 0
T h e U N I V A R I A T E P r o c e d u r eV a r i a b l e : B N K I N Q S ( b n k i n q s )
A F T E R I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 4 0
T h e U N I V A R I A T E P r o c e d u r eV a r i a b l e : B N K I N Q S ( b n k i n q s )
M o m e n t s
N 1 2 5 5 4 2 9 S u m W e i g h t s 1 2 5 5 4 2 9
M e a n 6 . 9 1 9 2 3 3 9 8 S u m O b s e r v a t i o n s 8 6 8 6 6 0 7
S t d D e v i a t i o n 5 . 0 5 1 5 5 0 1 1 V a r i a n c e 2 5 . 5 1 8 1 5 8 5
S k e w n e s s 1 . 2 8 8 1 5 2 4 4 K u r t o s i s 2 . 3 0 6 2 8 6 6
U n c o r r e c t e d S S 9 2 1 4 0 8 7 7 C o r r e c t e d S S 3 2 0 3 6 2 1 0 . 6
C o e f f V a r i a t i o n 7 3 . 0 0 7 3 6 0 6 S t d E r r o r M e a n 0 . 0 0 4 5 0 8 4 6
B a s i c S t a t i s t i c a l M e a s u r e s
L o c a t i o n V a r i a b i l i t y
M e a n 6 . 9 1 9 2 3 4 S t d D e v i a t i o n 5 . 0 5 1 5 5
M e d i a n 6 . 0 0 0 0 0 0 V a r i a n c e 2 5 . 5 1 8 1 6
M o d e 6 . 0 0 0 0 0 0 R a n g e 5 0 . 0 0 0 0 0
I n t e r q u a r t i l e R a n g e 7 . 0 0 0 0 0
T e s t s f o r L o c a t i o n : M u 0 = 0
T e s t S t a t i s t i c p V a l u e
S t u d e n t ' s t t 1 5 3 4 . 7 2 1 P r > | t | < . 0 0 0 1
S i g n M 6 1 4 6 3 5 . 5 P r > = | M | < . 0 0 0 1
S i g n e d R a n k S 3 . 7 7 8 E 1 1 P r > = | S | < . 0 0 0 1
Q u a n t i l e s ( D e f i n i t i o n 5 )
L e v e l Q u a n t i l e
1 0 0 % M a x 5 0
9 9 % 2 3
9 5 % 1 7
9 0 % 1 4
7 5 % Q 3 1 0
5 0 % M e d i a n 6
2 5 % Q 1 3
1 0 % 2
5 % 1
1 % 0
0 % M i n 0
A F T E R I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 4 1
T h e U N I V A R I A T E P r o c e d u r eV a r i a b l e : B N K I N Q S ( b n k i n q s )
E x t r e m e O b s e r v a t i o n s
L o w e s t H i g h e s t
V a l u e O b s V a l u e O b s
0 1 . 2 6 E 6 4 7 1 7 6 7 7 3
0 1 . 2 6 E 6 4 7 9 3 2 5 2 4
0 1 . 2 6 E 6 4 8 2 2 6 5 6 1
0 1 . 2 5 E 6 4 9 9 4 7 7 8
0 1 . 2 5 E 6 5 0 8 5 9 2 5 0
A F T E R I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 4 2
T h e U N I V A R I A T E P r o c e d u r e
A F T E R I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 4 2
T h e U N I V A R I A T E P r o c e d u r e
0 5 1 0 1 5 2 0 2 5 3 0 3 5 4 0 4 5 5 0
b n k i n q s
0
2
4
6
8
1 0
1 2
Pe
rce
ntD i s t r i b u t i o n o f B N K I N Q S
A F T E R I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 4 3
T h e M E A N S P r o c e d u r e
A F T E R I M P U T A T I O N W e d n e s d a y , J a n u a r y 2 7 , 2 0 1 6 0 9 : 3 1 : 4 4 P M 4 3
T h e M E A N S P r o c e d u r e
V a r i a b l e L a b e l N N M i s s M e a n M i n i m u m M a x i m u m
T R A D E SD C B A LR B A LA G EB N K I N Q SB R N E WB R A G E
t r a d e sd c b a lr b a la g eb n k i n q sb r n e wb r a g e
1 2 5 5 4 2 91 2 5 5 4 2 91 2 5 5 4 2 91 2 5 5 4 2 91 2 5 5 4 2 91 2 5 5 4 2 91 2 5 5 4 2 9
0000000
1 8 . 7 43 5 4 . 4 8
7 4 3 6 . 2 24 7 . 6 8
6 . 9 21 6 . 0 0
1 0 5 . 1 9
1 . 0 00 . 0 00 . 0 0
1 7 . 0 00 . 0 00 . 0 00 . 0 0
9 2 . 0 05 4 0 0 1 . 0 0
2 7 9 7 4 7 . 0 09 2 . 0 05 0 . 0 0
4 8 5 . 0 07 4 6 . 0 0
