Saigon Machinery Stock Forecast - Naive Prediction

SMA Stock   11,400  500.00  4.59%   
The Naive Prediction forecasted value of Saigon Machinery Spare on the next trading day is expected to be 11,804 with a mean absolute deviation of 206.49 and the sum of the absolute errors of 12,802. Saigon Stock Forecast is based on your current time horizon.
  
A naive forecasting model for Saigon Machinery is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Saigon Machinery Spare value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

Saigon Machinery Naive Prediction Price Forecast For the 20th of December

Given 90 days horizon, the Naive Prediction forecasted value of Saigon Machinery Spare on the next trading day is expected to be 11,804 with a mean absolute deviation of 206.49, mean absolute percentage error of 86,963, and the sum of the absolute errors of 12,802.
Please note that although there have been many attempts to predict Saigon Stock prices using its time series forecasting, we generally do not recommend using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that Saigon Machinery's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Saigon Machinery Stock Forecast Pattern

Backtest Saigon MachinerySaigon Machinery Price PredictionBuy or Sell Advice 

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Naive Prediction forecasting method's relative quality and the estimations of the prediction error of Saigon Machinery stock data series using in forecasting. Note that when a statistical model is used to represent Saigon Machinery stock, the representation will rarely be exact; so some information will be lost using the model to explain the process. AIC estimates the relative amount of information lost by a given model: the less information a model loses, the higher its quality.
AICAkaike Information Criteria131.3216
BiasArithmetic mean of the errors None
MADMean absolute deviation206.4907
MAPEMean absolute percentage error0.0208
SAESum of the absolute errors12802.4206
This model is not at all useful as a medium-long range forecasting tool of Saigon Machinery Spare. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict Saigon Machinery. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Predictive Modules for Saigon Machinery

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Saigon Machinery Spare. Regardless of method or technology, however, to accurately forecast the stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the stock market accurately is still an essential part of the overall investment decision process. Using different forecasting techniques and comparing the results might improve your chances of accuracy even though unexpected events may often change the market sentiment and impact your forecasting results.
Hype
Prediction
LowEstimatedHigh
11,39511,40011,405
Details
Intrinsic
Valuation
LowRealHigh
9,0069,01012,540
Details

Saigon Machinery Related Equities

One of the popular trading techniques among algorithmic traders is to use market-neutral strategies where every trade hedges away some risk. Because there are two separate transactions required, even if one position performs unexpectedly, the other equity can make up some of the losses. Below are some of the equities that can be combined with Saigon Machinery stock to make a market-neutral strategy. Peer analysis of Saigon Machinery could also be used in its relative valuation, which is a method of valuing Saigon Machinery by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Saigon Machinery Market Strength Events

Market strength indicators help investors to evaluate how Saigon Machinery stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Saigon Machinery shares will generate the highest return on investment. By undertsting and applying Saigon Machinery stock market strength indicators, traders can identify Saigon Machinery Spare entry and exit signals to maximize returns.

Saigon Machinery Risk Indicators

The analysis of Saigon Machinery's basic risk indicators is one of the essential steps in accurately forecasting its future price. The process involves identifying the amount of risk involved in Saigon Machinery's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting saigon stock prices, we also provide a set of basic risk indicators that can assist in the individual investment decision or help in hedging the risk of your existing portfolios.
Please note, the risk measures we provide can be used independently or collectively to perform a risk assessment. When comparing two potential investments, we recommend comparing similar equities with homogenous growth potential and valuation from related markets to determine which investment holds the most risk.

Pair Trading with Saigon Machinery

One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if Saigon Machinery position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in Saigon Machinery will appreciate offsetting losses from the drop in the long position's value.

Moving against Saigon Stock

  0.75ABT Bentre Aquaproduct ImportPairCorr
  0.73AME Alphanam MEPairCorr
  0.66AAA An Phat PlasticPairCorr
  0.62ADS Damsan JSCPairCorr
  0.58AAM Mekong Fisheries JSCPairCorr
The ability to find closely correlated positions to Saigon Machinery could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Saigon Machinery when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back Saigon Machinery - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling Saigon Machinery Spare to buy it.
The correlation of Saigon Machinery is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as Saigon Machinery moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Saigon Machinery Spare moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for Saigon Machinery can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.
Pair CorrelationCorrelation Matching

Other Information on Investing in Saigon Stock

Saigon Machinery financial ratios help investors to determine whether Saigon Stock is cheap or expensive when compared to a particular measure, such as profits or enterprise value. In other words, they help investors to determine the cost of investment in Saigon with respect to the benefits of owning Saigon Machinery security.