Table 3 Mean values of 1000 estimates for increasing values of n and \(N=350\), with corresponding standard deviation between brackets. On/off-seq-2 process with true parameter values: \(q_{\text {on}} = 0.1, q_{\text {off}} = 0.2, \uplambda _1 = 2, \uplambda _2 = 1, \mu =0.3\)
From: Statistical inference for a quasi birth–death model of RNA transcription
n | \({\varvec{q}}_{\textbf{on}}\) | \({\varvec{q}}_{\textbf{off}}\) | \({\boldsymbol{\uplambda}}_1\) |
|---|---|---|---|
50 | 0.1151 (0.0069) | 0.1732 (0.0249) | 1.9214 (0.2848) |
100 | 0.1072 (0.0045) | 0.1847 (0.0190) | 1.9607 (0.2063) |
200 | 0.1035 (0.0032) | 0.1911 (0.0133) | 1.9756 (0.1455) |
500 | 0.1015 (0.0018) | 0.1967 (0.0091) | 1.9913 (0.0934) |
1000 | 0.1007 (0.0013) | 0.1979 (0.0063) | 1.9924 (0.0635) |
n | \({\boldsymbol{\uplambda}}_2\) | \({\boldsymbol{\mu}}\) | |
|---|---|---|---|
50 | 1.0311 (0.1049) | 0.3009 (0.0057) | |
100 | 1.0132 (0.0717) | 0.3005 (0.0039) | |
200 | 1.0082 (0.0468) | 0.3004 (0.0028) | |
500 | 1.0035 (0.0284) | 0.3002 (0.0018) | |
1000 | 1.0023 (0.0194) | 0.3001 (0.0013) |