by
JWF239 » Thu Dec 01, 2016 4:52 pm
In the past I have determined the LOQ and LOD statistically. But it is usually confirmed in the pharmaceutical arena as 3 times the standard deviation (SD).
Thanks for the reply, I am wondering the best way to go about this though. For instance, 3 times the standard deviation of what? The blank? a gas with a concentration at my MDL? My lowest calibration point? I have certified gases at certain levels, I don't have a way to "spike" the gas samples other than by varying the pressure to simulate other concentrations but this has its limits.
For example:
For carbon monoxide my lowest standard is 5.217 ppm
Using 5 samples and 4 degrees of freedom with 99.5% confidence I get
Mean = 5.2486
Std Dev = 0.053
T value = 5.84
MDL ( std dev*T Value) = 0.3095
LOQ (10* Std Dev) = 0.53
S/N (mean/Std Dev) = 99
So using my checks
1: (10*MDL>Conc) 3.095 is not greater than 5.217
2: (MDL<Conc) 0.3095 is less than 5.217 so this works
3: (MDL<requirement) My detection limit requirement is 0.5 ppm so this works
4: S/N is 99
So it is clear this is too high of a concentration to be used to determine my LODs from check 1, and the S/N seems to high, but what S/N signal would be acceptable?
Then when I use the blank it is
mean = -0.10056
Std Dev = 0.0396
DoF = 8
T Val = 3.5
So MDL = 0.1386
LOQ = 0.396
but the S/N is -2.5
Also the checks don't really work out using a blank because MDL cannot be less than the concentration when the concentration is 0.
Using linear regression my formula is Conc = 258.529 * (peak area) - 0.108
and LOD = 3* (Std Dev of Low Range Conc)/Slope so LOD = 0.00046
But this seems super low, also I don't know if using the concentration of a blank is acceptable as a "low range concentration".
The way I like best and gives me the values that make the most sense is using the blank data:
Signal = -0.10056
Noise = 0.0396
slope = 258.529
and
LOD = S/N / Slope of line * 3 = 0.0295 ppm
and
LOQ = S/N / Slope * 10 = 0.0982 ppm
Using a T score at 99.7% confidence and a Z score of 3 gives me
LOD = 0.049373 PPM
and
LOQ = 0.1546 PPM
This way allows me to use the blank scans for my LODs because I can't really get anymore concentrations of gases other than what I have used for my curves. Is this a valid way of doing LODs?