applying a statistical model to predict future behavior

... not valuable enough to warrant as many missions to be planned As shown in Figure 6, missions are allocated to a cell close to the SPH to take advantage of the higher-value targets there Comparing ... document was made available from www.rand.org as a public service of the RAND Corporation EDUCATION ENERGY AND ENVIRONMENT HEALTH AND HEALTH CARE Jump down to document6 INTERNATIONAL AFFAIRS NATIONAL ... APPENDIX A Mathematical Formulation of the Problem In this appendix we formulate the static, snapshot problem as a mathematical program We assume that the battlespace is partitioned into cells...

Ngày tải lên: 23/03/2014, 02:20

... Yang1, Jia Zhong1, Hanxiao Chen1, Yujia Chi1, Xiaoyu Zhai1 and Ziping Wang1* Abstract Background: This study aimed to establish a novel nomogram prognostic model to predict death probability for ... significant associations with lung cancer related death rate (P < 0.001) Patients who received chemotherapy and radiotherapy had significant higher lung cancer related death rate but were associated ... Jia et al BMC Cancer (2020) 20:666 https://doi.org/10.1186/s12885-020-07147-y RESEARCH ARTICLE Open Access A nomogram model to predict death rate among non-small cell lung cancer (NSCLC) patients...

Ngày tải lên: 06/08/2020, 05:41

... candidate genes After that, we identify KEGG pathways that are enriched by the candidate genes as abnormal pathways in the bone metastasis process We call these pathways as dysregulated pathways and ... migration, and cell apoptosis are all famous caner hallmark related GO Terms that are related to cancer and cancer prognosis [46-48], while hormones are related to the risk of breast cancer and ... metastasis of breast cancer: natural killer cell mediated cytotoxicity pathway, T cell receptor signalling pathway and primary immunodeficiency pathway In fact, some immune related genes are essential...

Ngày tải lên: 14/10/2020, 14:59

... within approximately a 1-ha area of a Neotoma den (Finley 1990, Spaulding et al 1990) Neotoma spp repeatedly urinate on their collections and, over time, the mass hardens into a material called amberat, ... expected to have middens Geographic information systems (GIS) models have been used to predict locations of rare orchid habitat (Sperduto and Congalton 1996), black bear habitat (van Manen and Pelton ... validation of model and added to the original training set to create model model ranged from 1000 m in Dixie Valley to 3949 m at Wheeler Peak in Great Basin National Park Creation of Evidential...

Ngày tải lên: 25/10/2022, 03:25

... biological experiments, show that the likelihood model has higher statistical power than standard statistical approaches to detect differentially expressed proteins An R package, Slider (Statistical ... classical Student’s ttest, Analyses of Variance [2], principle component analysis and partial least squares analysis [4,5] A key disadvantage with these methods is their failure to adequately address ... mean log-intensities of case and control groups The variance for the normal distribution was fixed at empirical global variance for all simulated dataset The empirical global variance was calculated...

Ngày tải lên: 01/11/2022, 08:56

... want to consume public data from a web site that provides guidance on salary information, you may have to use that site’s API A vendor that provides data as a service is unlikely to make available ... analysis or create secondary smaller data marts for reporting or querying  Note A hub-and-spoke architecture includes a central data hub (usually a data warehouse) that feeds data into separate ... (usually data marts) The hub is a very large data warehouse that is too cumbersome to satisfy all of the BI needs It is used as a staging area and further broken down into smaller data marts,...

Ngày tải lên: 17/03/2014, 19:20

... CHAPMAN & HALL/CRC FINANCIAL MATHEMATICS SERIES Portfolio Optimization and Performance Analysis CHAPMAN & HALL/CRC Financial Mathematics Series Aims and scope: The field of financial mathematics ... deals with two important standard fund managements: managing indexed funds and benchmarked portfolio optimization In particular, statistical methods to replicate a financial index are detailed and ... users For organizations that have been granted a photocopy license by the CCC, a separate system of payment has been arranged Trademark Notice: Product or corporate names may be trademarks or registered...

Ngày tải lên: 04/12/2013, 23:54

... Linear Tone Scale 10.3 Nonlinear Tone Scale 10.3.1 Gamma Correction 10.3.2 Look-Up Tables 10.4 Perceptual Linearization Tone Scale 10.5 Application of Tone Scale to Enhanced Visualization in Radiation ... so forth) Leaders in this field include Dennis Healey at DARPA, Ravi Athale at MITRE, Joe Mait at the Army Research Laboratory, Mark Mirotznick at Catholic University, and Dave Brady at Duke University ... individual photodetector in the FPA has a different photoresponse, due to detector -to- detector variability in the FPA fabrication process [1] Images that are acquired by an FPA sensor suffer from a...

Ngày tải lên: 05/06/2014, 12:06

... Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task Task 10 11 12 13 14 15 16 17 18 ... tempted to use EURASIP Journal on Embedded Systems Table 2: Benchmark tasks [12] Model task name Task Task Task Task Task Task Task Task Task Task Task 10 Task 11 Task 12 Task 13 Task 14 Task 15 Task ... 32 Task 31 Task 30 Task 29 Task 28 Task 27 Task 26 Task 25 Task 24 Task 23 Task 22 Task 21 Task 20 Task 19 Task 18 Task 17 Task 16 Task 15 Task 14 Task 13 Task 12 Task 11 Task 10 Task Task Task...

Ngày tải lên: 21/06/2014, 18:20

... J A C Bingham, “Multicarrier modulation for data transmission: an idea whose time has come,” IEEE Communications Magazine, vol 28, no 5, pp 5–14, 1990 [4] E A Sourour and M Nakagawa, “Performance ... (24) (s) IMAI 2 Var IMAI + σn p(γ) = The term IMAI in (19) is the MAI which can be written into two parts: (s) IMAI = P1 /(2M)γ (21) nt is a zero mean Gaussian random variable and its variance is ... can then be obtained by using (26) and (27), with Var[IMAI ] replaced by Var[IMAI ] An alternative derivation of the BER of the CPIC receiver can be obtained by regarding the CPIC as a special...

Ngày tải lên: 22/06/2014, 19:20

... Data sessions with randomly selected sources and destinations were simulated Each source transmits data packets at a minimum rate of packets/s and a maximum rate of 10 packets/s The traffic load ... seed values were conducted for each scenario and collected data was averaged over those runs A traffic generator was developed to simulate CBR sources and FTP items The size of the data payload is ... Engineering, Anna University, Chennai, India He has published more than 68 research papers in national and international conferences and 15 research papers in journals He has been awarded the IETE-CDIL Award...

Ngày tải lên: 23/06/2014, 00:20

... measurement standard to characterise bifacial solar cells and modules This thesis focuses on characterisation and standardisation of bifacial solar cells and modules, and on performance evaluation ... [32-34] Rating and standardisation: No standard method is available to rate the bifacial cells and modules using indoor measurements [35] Bifacial solar cell (and module) fabrication: Additional complex ... generation compared to monofacial arrays [78] In 2012, Grigorieva et al presented energy gains of 15-45% from a bifacial array compared to a monofacial array on the LEO spacecraft [79] 2.2.4 Static concentrators...

Ngày tải lên: 09/09/2015, 08:13

... wireless adapters and APs, the localization performance of the proposed method is evaluated through simulations as a first step We have chosen a 3-D ray-tracing based simulator, the Radiowave Propagation ... location fingerprint An Artificial Neural Network (ANN) is trained using the training data to infer location when given an online feature vector Although it has achieved good localization accuracy, ... between the distances of the target device to each AP In this case, a hyperbolic curve can be drawn between any pair of APs Again, ideally, if all distances estimations are accurate and precise,...

Ngày tải lên: 10/09/2015, 08:24

... xiv Abbreviations ABEP Average Bit Error Probability AF Amplify-and-Forward ARQ Automatic Repeat Request ASSA Automatic Step-Size Adjustment AWGN Additive White Gaussian Noise A- ML Averaged Maximum ... a more practical basis Our analysis covers a single relay system, as well as a multiple relay system with an arbitrary number of relays 1.1.3 Fast Adaptive Algorithm for CSI Acquisition As has ... high-data rate transmission, a short duration of deep fade may go across a large number of data bits and cause erroneous receptions of them In such a case, the ABEP as a performance measure becomes...

Ngày tải lên: 10/09/2015, 08:25

... performance measures for fading channels are average bit error probability (ABEP) and average symbol error probability (ASEP) They are obtained by averaging the instantaneous values, i.e instantaneous ... Conventionally, data link layer protocols and higher layer protocols are often analyzed based on a two-state Markov chain model of the physical layer performance [10, 11] The model assumes only two states ... List of Acronyms AAPEP Average Accepted Packet Error Probability ABEP Average Bit Error Probability ARQ Automatic Retransmission reQuest AWGN Additive White Gaussian Noise BEP Bit Error Probability...

Ngày tải lên: 10/09/2015, 15:51

... divided into two classes: spatial OSA and temporal OSA 2.2.1 Spatial OSA The main issue addressed by spatial OSA is to coordinate the channel allocation or spectrum reuse in some particular areas or ... on a CCC and enables each user to use the channel whenever it has a packet ready for transmission Many classic MAC protocols belong to this kind of access model, such as ALOHA, slotted ALOHA, ... Research (A- STAR), Dr Arumugam Nallanathan at King’s College London, and Dr Yan Xin at NEC Laboratories America, for many helpful discussions on my research work My thanks go to my colleagues in...

Ngày tải lên: 10/09/2015, 15:53

... T × T unitary matrix U That means that its PDF is invariant to all unitary transformations Thus, Φ can be regarded as the matrix counterpart of a complex scalar having unit magnitude and uniformly ... for USTM available so far, to meet the demands for rapid evaluation of the USTM performance in analytical applications such as signal design, researchers have to resort to bounds on the exact PEP ... scenarios where sending additional training signals to extract CSI is infeasible or impractical, Marzetta and Hochwald analyzed the capacity of multiple-antenna links without knowledge of channel...

Ngày tải lên: 14/09/2015, 11:19

... Queueing Model for time-varying channel & topology Assumption: Channel State & Topology State Processes as Irreducible Aperiodic Markov Chain Wireless Queue Scheduling as Independent MDP for each agent ... ễểé í ì ì ééí ì ệ ế ỉ ểềì + h (s) = minaA(s) [c(x, a) + Pa h (s)] w (s) = arg minaA(s) [c(s, a) + Pa h (s)] , s S ệ ắ ắ Pa h (s) := E {h (a ) | a = s} è ắẳ ế é ỉí ắ ì ềểề ì ỉ ệ ểìỉ ểễỉ ... Use Markov Decision Process Single-Agent: basic MDP, SMDP, HSMDP Mobile Ad Hoc Network Multi-Agent: DEC-POMDP How to Achieve Stability? How to Control & Optimize? How to Derive Bounds? Model- Based:...

Ngày tải lên: 14/09/2015, 12:46

... variables, each with a deterministic mean Mmn and variance 2σmn Since the channels are non-identical, each channel can have a different mean and a different variance We assume the channel matrix ... Non-identical Channel Parameters Non-identical Ricean K-factors, Identical Channel Variances In this case, we assume all channels have the same channel variances, i.e., 2σmn = 2σ for all channels, ... m-th transmit antenna to the n-th receive antenna There are three cases of interest Non-identical Channel Variances, Identical Ricean K-factors First, we assume all channels have the same Ricean...

Ngày tải lên: 14/09/2015, 14:05

... offsets caused by all these reasons are time-varying LNA A C B LO Leakage Amplifier ADC LPF LO (a) LNA A C B Interferer Leakage LPF Amplifier ADC LO (b) Fig 1-4 Self-mixing of (a) LO and (b) Interferers ... it is can be regarded as constant value over a packet duration But the self-mixing caused by the signal leakage from RF input signal to 11 LO port generates a distortion signal whose amplitude ... composed of a mismatch canceller, a DC offsets canceller, a CFFE and a CDFE in sequence The mismatch canceller is a four real tap equalizer which is to model the inverse of M The taps m1 and m4 are...

Ngày tải lên: 28/09/2015, 13:21