Prediction and Regulation by Linear Least-Square Methods
E695662
"Prediction and Regulation by Linear Least-Square Methods" is a foundational monograph in stochastic control and time-series analysis that systematically develops linear least-squares techniques for prediction, filtering, and optimal regulation.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Prediction and Regulation by Linear Least-Square Methods canonical | 1 |
Statements (38)
| Predicate | Object |
|---|---|
| instanceOf |
book
ⓘ
monograph ⓘ scientific publication ⓘ |
| approach |
least-squares estimation
ⓘ
linear filtering theory ⓘ linear prediction theory ⓘ |
| audience |
graduate students
ⓘ
researchers in control theory ⓘ researchers in time-series analysis ⓘ |
| characteristic |
foundational text
ⓘ
mathematically rigorous ⓘ theoretical ⓘ |
| contribution |
foundational results in stochastic control
ⓘ
foundational results in time-series analysis ⓘ systematic development of linear least-squares techniques ⓘ unified treatment of prediction, filtering, and regulation ⓘ |
| field |
control theory
ⓘ
signal processing ⓘ stochastic control ⓘ time-series analysis ⓘ |
| focus |
discrete-time stochastic systems
ⓘ
linear dynamic models ⓘ |
| influenced |
Kalman filtering literature
ⓘ
linear quadratic regulation methods ⓘ modern stochastic control theory ⓘ |
| mainTopic |
filtering
ⓘ
linear least-squares methods ⓘ linear systems ⓘ optimal regulation ⓘ prediction ⓘ stochastic processes ⓘ |
| mathematicalTool |
matrix theory
ⓘ
probability theory ⓘ random processes ⓘ |
| usedIn |
control system design
ⓘ
econometrics ⓘ engineering ⓘ signal processing research ⓘ |
Referenced by (1)
Full triples — surface form annotated when it differs from this entity's canonical label.