Saratoga Investment Stock Forecast - Naive Prediction

SAR Stock  USD 25.75  0.32  1.23%   
The Naive Prediction forecasted value of Saratoga Investment Corp on the next trading day is expected to be 26.51 with a mean absolute deviation of 0.31 and the sum of the absolute errors of 19.16. Saratoga Stock Forecast is based on your current time horizon. Although Saratoga Investment's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Saratoga Investment's systematic risk associated with finding meaningful patterns of Saratoga Investment fundamentals over time.
  
As of 11/26/2024, Inventory Turnover is likely to drop to 0.52. In addition to that, Payables Turnover is likely to drop to 5.87. As of 11/26/2024, Common Stock Shares Outstanding is likely to drop to about 7.1 M. In addition to that, Net Income Applicable To Common Shares is likely to drop to about 8.5 M.

Saratoga Investment Cash Forecast

Forecasting financial indicators like cash flow involves analysts applying various statistical methods, techniques, and algorithms. These tools reveal hidden trends within the Saratoga Investment's financial statements to estimate their effects on upcoming price movements.
 
Cash  
First Reported
2007-02-28
Previous Quarter
93.3 M
Current Value
84.6 M
Quarterly Volatility
28 M
 
Housing Crash
 
Credit Downgrade
 
Yuan Drop
 
Covid
A naive forecasting model for Saratoga Investment is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Saratoga Investment Corp 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.

Saratoga Investment Naive Prediction Price Forecast For the 27th of November

Given 90 days horizon, the Naive Prediction forecasted value of Saratoga Investment Corp on the next trading day is expected to be 26.51 with a mean absolute deviation of 0.31, mean absolute percentage error of 0.15, and the sum of the absolute errors of 19.16.
Please note that although there have been many attempts to predict Saratoga 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 Saratoga Investment's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Saratoga Investment Stock Forecast Pattern

Backtest Saratoga InvestmentSaratoga Investment Price PredictionBuy or Sell Advice 

Saratoga Investment Forecasted Value

In the context of forecasting Saratoga Investment'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. Saratoga Investment's downside and upside margins for the forecasting period are 25.32 and 27.70, respectively. We have considered Saratoga Investment'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
25.75
26.51
Expected Value
27.70
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 Saratoga Investment stock data series using in forecasting. Note that when a statistical model is used to represent Saratoga Investment 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 Criteria118.0419
BiasArithmetic mean of the errors None
MADMean absolute deviation0.309
MAPEMean absolute percentage error0.0129
SAESum of the absolute errors19.1609
This model is not at all useful as a medium-long range forecasting tool of Saratoga Investment Corp. 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 Saratoga Investment. 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 Saratoga Investment

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Saratoga Investment Corp. 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
24.5325.7226.91
Details
Intrinsic
Valuation
LowRealHigh
23.1828.7529.94
Details
Bollinger
Band Projection (param)
LowMiddleHigh
24.5125.3226.14
Details
7 Analysts
Consensus
LowTargetHigh
25.3827.8930.96
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Saratoga Investment. Your research has to be compared to or analyzed against Saratoga Investment's peers to derive any actionable benefits. When done correctly, Saratoga Investment's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in Saratoga Investment Corp.

Other Forecasting Options for Saratoga Investment

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

View Saratoga Investment Related Equities

 Risk & Return  Correlation

Saratoga Investment Corp 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 Saratoga Investment'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 Saratoga Investment's current price.

Saratoga Investment Market Strength Events

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

Saratoga Investment Risk Indicators

The analysis of Saratoga Investment'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 Saratoga Investment's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting saratoga 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 Saratoga Investment

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 Saratoga Investment 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 Saratoga Investment will appreciate offsetting losses from the drop in the long position's value.

Moving together with Saratoga Stock

  0.82V Visa Class APairCorr
  0.69DHIL Diamond Hill InvestmentPairCorr
  0.9DIST Distoken AcquisitionPairCorr
  0.62AB AllianceBernsteinPairCorr
  0.71AC Associated CapitalPairCorr

Moving against Saratoga Stock

  0.54PT Pintec TechnologyPairCorr
The ability to find closely correlated positions to Saratoga Investment could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Saratoga Investment 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 Saratoga Investment - 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 Saratoga Investment Corp to buy it.
The correlation of Saratoga Investment 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 Saratoga Investment moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Saratoga Investment Corp 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 Saratoga Investment 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

Additional Tools for Saratoga Stock Analysis

When running Saratoga Investment's price analysis, check to measure Saratoga Investment's market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy Saratoga Investment is operating at the current time. Most of Saratoga Investment's value examination focuses on studying past and present price action to predict the probability of Saratoga Investment's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Saratoga Investment's price. Additionally, you may evaluate how the addition of Saratoga Investment to your portfolios can decrease your overall portfolio volatility.