random errors in chemical analysis -iistaff.buffalostate.edu/nazareay/che301/che301l5.pdf ·...
TRANSCRIPT
Lecture 5
Random Errors in
Chemical Analysis -II
A measurement x1, with
m and s
m
I am making a second measurement x2
of the same analyte.
Random!
m
It has the same m We do not know it!
It has the same s
As an estimate of my unknown m
I will use average 2
21 xxx
sssss 22 22
2
2
121
22
2
2
21 ssss
av
…………
If I am making N measurements of the same value
N
xxxx N
...21
Nav
ss
Case 3: We know:
Standard deviation sReal value ?
Take N measurements; calculate average as
N
xxxx N
...21
Nx
sm
2 with 95% probability
Coinfidence interval (CI)
Case 4 We know nothing:
Mean - ? Standard deviation -?
Take N measurements; calculate average as
N
xxxx N
...21
Calculate standard deviation as
1
)(...)()( 22
2
2
1
N
xxxxxxs N
Confidence interval?
I do not know s !
Case 4 We know nothing:
Mean - ? Standard deviation -?
Take N measurements; calculate average as
N
xxxx N
...21
Calculate standard deviation as
1
)(...)()( 22
2
2
1
N
xxxxxxs N
N
stx 95m with 95% probability
Coinfidence interval (CI)
6 8 10 12 14 16
m=12.34
s=0.50
N=2
6 8 10 12 14 16N=3
6 8 10 12 14 16
6 8 10 12 14 16
N=4
N=6
11.8 12.2 12.6
m=12.34
s=0.50
N=6
11.8 12.2 12.6
11.8 12.2 12.6
N=15
N=60
I titrate an unknown solution using a class A
50 mL burette. My results show standard deviation
of 0.05 mL. How many mesurements I need
in order to get confidence interval of ±0.01 mL?
44.02
05.07.12
N=2
08.04
05.018.3
N=4
038.09
05.03.2
N=9
02.020
05.01.2
N=20
009.0120
05.098.1
N=120
Ubur = 0.05 mL
22
randomburtotal uuu
44.005.044.0 22 totalu
095.005.008.0 22 totalu
06.005.0038.0 22 totalu
054.005.002.0 22 totalu
05.005.0009.0 22 totalu
A very simple rule:
CIs overlap – the same
CIs do not overlap - different