SigmaTron International Stock Forecast - Naive Prediction

SGMA Stock  USD 2.70  0.05  1.82%   
The Naive Prediction forecasted value of SigmaTron International on the next trading day is expected to be 2.47 with a mean absolute deviation of 0.08 and the sum of the absolute errors of 5.11. SigmaTron Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast SigmaTron International stock prices and determine the direction of SigmaTron International's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of SigmaTron International's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
At present, SigmaTron International's Inventory Turnover is projected to slightly decrease based on the last few years of reporting. The current year's Payables Turnover is expected to grow to 9.02, whereas Receivables Turnover is forecasted to decline to 6.36. . As of November 22, 2024, Common Stock Shares Outstanding is expected to decline to about 4.2 M. The current year's Net Loss is expected to grow to about (17.6 M).

SigmaTron International Cash Forecast

Forecasting cash, or other financial indicators, requires analysts to apply different statistical methods, techniques, and algorithms to find hidden patterns within the SigmaTron International's financial statements to predict how it will affect future prices.
 
Cash  
First Reported
1997-04-30
Previous Quarter
2.4 M
Current Value
5.3 M
Quarterly Volatility
1.9 M
 
Dot-com Bubble
 
Housing Crash
 
Credit Downgrade
 
Yuan Drop
 
Covid
A naive forecasting model for SigmaTron International is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of SigmaTron International 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.

SigmaTron International Naive Prediction Price Forecast For the 23rd of November

Given 90 days horizon, the Naive Prediction forecasted value of SigmaTron International on the next trading day is expected to be 2.47 with a mean absolute deviation of 0.08, mean absolute percentage error of 0.01, and the sum of the absolute errors of 5.11.
Please note that although there have been many attempts to predict SigmaTron 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 SigmaTron International's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

SigmaTron International Stock Forecast Pattern

Backtest SigmaTron InternationalSigmaTron International Price PredictionBuy or Sell Advice 

SigmaTron International Forecasted Value

In the context of forecasting SigmaTron International's Stock value on the next trading day, we examine the predictive performance of the model to find good statistically significant boundaries of downside and upside scenarios. SigmaTron International's downside and upside margins for the forecasting period are 0.03 and 5.94, respectively. We have considered SigmaTron International's daily market price to evaluate the above model's predictive performance. Remember, however, there is no scientific proof or empirical evidence that traditional linear or nonlinear forecasting models outperform artificial intelligence and frequency domain models to provide accurate forecasts consistently.
Market Value
2.70
2.47
Expected Value
5.94
Upside

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 SigmaTron International stock data series using in forecasting. Note that when a statistical model is used to represent SigmaTron International 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 Criteria113.5739
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0838
MAPEMean absolute percentage error0.0302
SAESum of the absolute errors5.1129
This model is not at all useful as a medium-long range forecasting tool of SigmaTron International. 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 SigmaTron International. 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 SigmaTron International

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as SigmaTron International. 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
0.142.756.21
Details
Intrinsic
Valuation
LowRealHigh
0.112.295.75
Details

Other Forecasting Options for SigmaTron International

For every potential investor in SigmaTron, whether a beginner or expert, SigmaTron International's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. SigmaTron Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in SigmaTron. Basic forecasting techniques help filter out the noise by identifying SigmaTron International's price trends.

View SigmaTron International Related Equities

 Risk & Return  Correlation

SigmaTron International Technical and Predictive Analytics

The stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of SigmaTron International's price movements, a comprehensive understanding of forecasting methods that an investor can rely on to make the right move is invaluable. These methods predict trends that assist an investor in predicting the movement of SigmaTron International's current price.

SigmaTron International Market Strength Events

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

SigmaTron International Risk Indicators

The analysis of SigmaTron International'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 SigmaTron International's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting sigmatron 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.

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Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.
When determining whether SigmaTron International offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of SigmaTron International's financial statements, including income statements, balance sheets, and cash flow statements, to assess its financial health. Key financial ratios are used to gauge profitability, efficiency, and growth potential of Sigmatron International Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Sigmatron International Stock:
Check out Historical Fundamental Analysis of SigmaTron International to cross-verify your projections.
For information on how to trade SigmaTron Stock refer to our How to Trade SigmaTron Stock guide.
You can also try the Headlines Timeline module to stay connected to all market stories and filter out noise. Drill down to analyze hype elasticity.
Is Electronic Equipment, Instruments & Components space expected to grow? Or is there an opportunity to expand the business' product line in the future? Factors like these will boost the valuation of SigmaTron International. If investors know SigmaTron will grow in the future, the company's valuation will be higher. The financial industry is built on trying to define current growth potential and future valuation accurately. All the valuation information about SigmaTron International listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Quarterly Earnings Growth
(0.97)
Earnings Share
(0.99)
Revenue Per Share
59.085
Quarterly Revenue Growth
(0.14)
Return On Assets
0.0107
The market value of SigmaTron International is measured differently than its book value, which is the value of SigmaTron that is recorded on the company's balance sheet. Investors also form their own opinion of SigmaTron International's value that differs from its market value or its book value, called intrinsic value, which is SigmaTron International's true underlying value. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Because SigmaTron International's market value can be influenced by many factors that don't directly affect SigmaTron International's underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
Please note, there is a significant difference between SigmaTron International's value and its price as these two are different measures arrived at by different means. Investors typically determine if SigmaTron International is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, SigmaTron International's price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.